03-Numpypy.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Numpypy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Numpypy es numpy para pypy. \n",
    "\n",
    "¿Por qué crear numpy para pypy?\n",
    "\n",
    "* Se encuentra entre una de las peticiones que más han demandado los usuarios de pypy.\n",
    "* Pretenden convertir a Python (pypy en este caso) en la herramienta principal para realizar cálculo numérico en lugar de que Python sea un lenguaje pegamento (glue language) para otras librerías escritas en C/C++, fortran,...\n",
    "\n",
    "Más información en la página de donación para [Numpy dentro de pypy](http://pypy.org/numpydonate.html)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Extraido del status oficial que podéis encontrar [aquí](http://buildbot.pypy.org/numpy-status/latest.html)\n",
    "\n",
    "<table>\n",
    "            <thead>\n",
    "                <tr>\n",
    "                    <th></th>\n",
    "                    <th>PyPy</th>\n",
    "                    <th></th>\n",
    "                    <th>PyPy</th>\n",
    "                    <th></th>\n",
    "                    <th>PyPy</th>\n",
    "                    <th></th>\n",
    "                    <th>PyPy</th>\n",
    "                    <th></th>\n",
    "                    <th>PyPy</th>\n",
    "                </tr>\n",
    "            </thead>\n",
    "            <tbody>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">ALLOW_THREADS</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.flatten</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__getitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ones_like</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">BUFSIZE</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">dtype.__rmul__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.getfield</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__getslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">outer</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">CLIP</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.imag</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__gt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">packbits</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ComplexWarning</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__setstate__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.item</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">percentile</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">DataSource</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">dtype.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.itemset</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__hex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">pi</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_CALL</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.itemsize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__iadd__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">piecewise</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_DEFAULT</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.max</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__iand__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">pkgload</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">ERR_DEFAULT2</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.alignment</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.mean</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__idiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">place</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_IGNORE</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.base</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.min</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ifloordiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">pmt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_LOG</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.byteorder</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.nbytes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ilshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">poly</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_PRINT</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.char</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.ndim</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__imod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">poly1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_RAISE</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.descr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.newbyteorder</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__imul__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polyadd</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ERR_WARN</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.fields</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.nonzero</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__index__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polyder</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">FLOATING_POINT_SUPPORT</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">dtype.flags</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.prod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polydiv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">FPE_DIVIDEBYZERO</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.hasobject</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.ptp</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__int__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polyfit</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">FPE_INVALID</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">dtype.isalignedstruct</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.put</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__invert__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polyint</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">FPE_OVERFLOW</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.isbuiltin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.ravel</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ior__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polymul</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">FPE_UNDERFLOW</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.isnative</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.real</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ipow__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polynomial</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">False_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.itemsize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.repeat</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__irshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polysub</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">Inf</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.kind</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.reshape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__isub__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">polyval</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">Infinity</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">dtype.metadata</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.resize</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__iter__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">power</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">MAXDIMS</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.name</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.round</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__itruediv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ppmt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">MachAr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.names</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.searchsorted</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ixor__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">prod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">NA</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.newbyteorder</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.setfield</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__le__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">product</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">NAN</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.num</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.setflags</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__len__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">promote_types</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">NAType</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.shape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.shape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__long__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ptp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">NINF</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.str</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.size</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__lshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">put</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">NZERO</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.subdtype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.sort</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__lt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">putmask</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">NaN</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.type</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.squeeze</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__mod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">pv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">PINF</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">e</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.std</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__mul__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">r_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">PZERO</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ediff1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.strides</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ne__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rad2deg</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">PackageLoader</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">einsum</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.sum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__neg__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">radians</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">RAISE</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">emath</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.swapaxes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">random</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">RankWarning</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">empty</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.take</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__nonzero__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rank</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">SHIFT_DIVIDEBYZERO</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">empty_like</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.tofile</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__oct__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">SHIFT_INVALID</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">equal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.tolist</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__or__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ravel</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">SHIFT_OVERFLOW</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">errstate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.tostring</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__pos__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ravel_multi_index</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">SHIFT_UNDERFLOW</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">exp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.trace</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__pow__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">real</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ScalarType</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">exp2</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.transpose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__radd__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">real_if_close</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">Tester</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">expand_dims</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.var</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rand__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rec</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">True_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">expm1</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.view</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rdiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">recarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">UFUNC_BUFSIZE_DEFAULT</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">extract</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">genfromtxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rdivmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">recfromcsv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">UFUNC_PYVALS_NAME</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">eye</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">get_array_wrap</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">recfromtxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">WRAP</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fabs</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">get_include</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">reciprocal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">abs</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fastCopyAndTranspose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">get_numarray_include</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">record</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">absolute</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fft</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">get_printoptions</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rfloordiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">remainder</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">add</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fill_diagonal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">getbuffer</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rlshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">repeat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">add_docstring</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">find_common_type</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">getbufsize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">require</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">add_newdoc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">finfo</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">geterr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rmul__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">reshape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">add_newdoc_ufunc</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fix</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">geterrcall</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ror__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">resize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">add_newdocs</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">geterrobj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rpow__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">restoredot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">alen</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">flatiter.__array__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">gradient</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rrshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">result_type</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">all</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">greater</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">right_shift</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">allclose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">greater_equal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rsub__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rint</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">alltrue</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">flatiter.__delitem__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">half</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rtruediv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">roll</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">alterdot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">flatiter.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">hamming</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__rxor__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rollaxis</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">amax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__eq__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">hanning</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">roots</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">amin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">histogram</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__setitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">rot90</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">angle</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__ge__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">histogram2d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__setslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">round</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">any</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">histogramdd</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__setstate__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">round_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">append</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__getitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">hsplit</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">row_stack</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">apply_along_axis</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__gt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">hstack</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">s_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">apply_over_axes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">hypot</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__sub__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">safe_eval</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arange</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">i0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">save</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arccos</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__iter__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">identity</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__truediv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">savetxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arccosh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__le__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">iinfo</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__xor__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">savez</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arcsin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__len__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">imag</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.all</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">savez_compressed</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arcsinh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__lt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">in1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.any</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sctype2char</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arctan</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__ne__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">index_exp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.argmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sctypeDict</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arctan2</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">indices</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.argmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sctypeNA</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">arctanh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">inexact</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.argsort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sctypes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">argmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">inf</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.astype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">searchsorted</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">argmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">info</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.base</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">select</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">argsort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">infty</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.byteswap</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">set_numeric_ops</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">argwhere</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__setitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">inner</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.choose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">set_printoptions</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">around</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">flatiter.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">insert</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.clip</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">set_string_function</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.compress</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">setbufsize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array2string</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.conj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">setdiff1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array_equal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.base</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int16</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.conjugate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">seterr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array_equiv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.coords</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int32</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.copy</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">seterrcall</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array_repr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">flatiter.copy</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int64</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.ctypes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">seterrobj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array_split</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int8</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.cumprod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">setxor1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">array_str</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatiter.next</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">int_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.cumsum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">shape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asanyarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flatnonzero</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">int_asbuffer</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.data</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">short</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flexible</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">intc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.diagonal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">show_config</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asarray_chkfinite</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fliplr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">integer</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.dot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sign</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ascontiguousarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">flipud</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">interp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.dtype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">signbit</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asfarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">float</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">intersect1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.dump</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">signedinteger</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asfortranarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">float128</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">intp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.dumps</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asmatrix</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">float16</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">invert</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.fill</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sinc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">asscalar</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">float32</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ipmt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.flags</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">single</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">atleast_1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">float64</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">irr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.flat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">singlecomplex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">atleast_2d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">float_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">is_busday</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.flatten</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sinh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">atleast_3d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">floating</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">iscomplex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.getfield</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">size</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">average</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">floor</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">iscomplexobj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.imag</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sometrue</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bartlett</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">floor_divide</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isfinite</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.item</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">base_repr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isfortran</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.itemset</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sort_complex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bench</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isinf</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.itemsize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">source</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">binary_repr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fmod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">isna</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.max</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">spacing</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">bincount</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">format_parser</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isnan</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.mean</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">split</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bitwise_and</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">frexp</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isneginf</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.min</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sqrt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bitwise_not</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">frombuffer</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isposinf</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.nbytes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">square</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bitwise_or</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">fromfile</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isreal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.ndim</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">squeeze</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bitwise_xor</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fromfunction</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isrealobj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.newbyteorder</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">std</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">blackman</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">fromiter</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">isscalar</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.nonzero</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">str</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bmat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">frompyfunc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">issctype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.prod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">str_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bool</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fromregex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">issubclass_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.ptp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">string0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bool8</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fromstring</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">issubdtype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.put</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">string_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bool_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">fv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">issubsctype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.ravel</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">subtract</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">broadcast</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">iterable</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.real</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">sum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">broadcast_arrays</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.T</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ix_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.repeat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">swapaxes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">busday_count</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__abs__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">kaiser</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.reshape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">take</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">busday_offset</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__add__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">kron</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.resize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tan</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">busdaycalendar</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__and__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ldexp</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.round</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tanh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">byte</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__array__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">left_shift</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.searchsorted</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tensordot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">byte_bounds</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__array_interface__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">less</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.setasflat</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">test</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">bytes_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__array_priority__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">less_equal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.setfield</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">testing</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">c_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__array_struct__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">lexsort</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.setflags</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tile</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">can_cast</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__array_wrap__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">lib</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.shape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">timedelta64</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cast</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">linalg</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.size</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">trace</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cdouble</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__copy__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">linspace</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.sort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">transpose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ceil</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__deepcopy__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">little_endian</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.squeeze</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">trapz</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cfloat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">load</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.std</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tri</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">char</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__div__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">loads</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.strides</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tril</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">character</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__divmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">loadtxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.sum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tril_indices</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">chararray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">log</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.swapaxes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">tril_indices_from</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">choose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__eq__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">log10</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.take</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">trim_zeros</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">clip</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__float__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">log1p</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.tofile</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">triu</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">clongdouble</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__floordiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">log2</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.tolist</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">triu_indices</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">clongfloat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logaddexp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.tostring</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">triu_indices_from</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">column_stack</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__ge__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logaddexp2</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.trace</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">true_divide</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">common_type</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logical_and</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.transpose</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">trunc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">compare_chararrays</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__getitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logical_not</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.var</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">typeDict</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">compat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__gt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logical_or</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.view</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">typeNA</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">complex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logical_xor</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndenumerate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">typecodes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">complex128</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__hex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">logspace</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndfromtxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">typename</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">complex256</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">long</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndim</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ubyte</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">complex64</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__int__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">longcomplex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndindex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">complex_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__invert__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">longdouble</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__call__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">complexfloating</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__le__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">longfloat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">compress</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__long__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">longlong</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__copy__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">concatenate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__lshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">lookfor</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ufunc.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">conj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__lt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ma</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__delitem__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">conjugate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__mod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mafromtxt</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__delslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">convolve</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__mul__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mask_indices</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">copy</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__ne__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">copysign</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__neg__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">math</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__name__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">copyto</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">matrix</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__getitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">core</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__nonzero__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">matrixlib</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__getslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">corrcoef</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__oct__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">max</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">correlate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__or__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">maximum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cos</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__pos__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">maximum_sctype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__iter__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cosh</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__pow__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">may_share_memory</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__len__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ufunc.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">count_nonzero</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__radd__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mean</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">count_reduce_items</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rand__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">median</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cov</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rdiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">memmap</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.accumulate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cross</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rdivmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">meshgrid</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.identity</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">csingle</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mgrid</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.nargs</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">ctypeslib</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">min</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__setitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.nin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cumprod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__repr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">min_scalar_type</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__setslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.nout</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cumproduct</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rfloordiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">minimum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ufunc.ntypes</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">cumsum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rlshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mintypecode</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.outer</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">datetime64</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mirr</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.reduce</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">datetime_as_string</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rmul__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">mod</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.copy</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ufunc.reduceat</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">datetime_data</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__ror__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">modf</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.debug_print</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ufunc.signature</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">deg2rad</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rpow__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">msort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.dtypes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ufunc.types</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">degrees</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rrshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">multiply</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.enable_external_loop</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">delete</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rshift__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nan</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.finished</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">deprecate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rsub__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nan_to_num</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.has_delayed_bufalloc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint16</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">deprecate_with_doc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rtruediv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nanargmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.has_index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint32</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diag</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__rxor__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nanargmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.has_multi_index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint64</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diag_indices</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__setattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nanmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uint8</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diag_indices_from</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__setstate__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nanmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.iterationneedsapi</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uintc</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diagflat</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.__sizeof__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nansum</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.iterindex</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">uintp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diagonal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__str__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nbytes</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.iternext</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ulonglong</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">diff</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__sub__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nditer.iterrange</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unicode</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">digitize</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__subclasshook__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.T</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.itersize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unicode0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">disp</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__truediv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__abs__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.itviews</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unicode_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">divide</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.__xor__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__add__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.multi_index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">union1d</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.all</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__and__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.ndim</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unique</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">double</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.any</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.next</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">unpackbits</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dsplit</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.argmax</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array_finalize__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.nop</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">unravel_index</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dstack</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.argmin</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array_interface__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.operands</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unsignedinteger</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.argsort</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array_prepare__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.remove_axis</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">unwrap</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.astype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array_priority__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.remove_multi_index</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ushort</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.base</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__array_struct__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.reset</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">vander</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">dtype.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.byteswap</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__array_wrap__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.shape</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">var</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__eq__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.choose</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__class__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nditer.value</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">vdot</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.clip</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__contains__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">negative</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">vectorize</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__ge__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.compress</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__copy__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">nested_iters</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">version</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.conj</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__deepcopy__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">newbuffer</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">void</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__getitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.conjugate</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__delattr__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">nextafter</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">void0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__gt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.copy</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__delitem__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nonzero</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">vsplit</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__hash__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.cumprod</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__delslice__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">not_equal</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">vstack</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__init__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.cumsum</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__div__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">nper</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">where</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__le__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.data</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__divmod__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">npv</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">who</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__len__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.diagonal</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">ndarray.__doc__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">number</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">zeros</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__lt__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.dtype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__eq__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">obj2sctype</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">zeros_like</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"\">dtype.__mul__</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.dump</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__float__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">object</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__ne__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.dumps</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__floordiv__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">object0</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__new__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.fill</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__format__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">object_</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__reduce__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">generic.flags</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__ge__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ogrid</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "                    <tr>\n",
    "                    \n",
    "                        <th class=\"exists\">dtype.__reduce_ex__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"\">generic.flat</th>\n",
    "                        <td class=\"\">✖</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ndarray.__getattribute__</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                        <th class=\"exists\">ones</th>\n",
    "                        <td class=\"exists\">✔</td>\n",
    "                    \n",
    "                    </tr>\n",
    "                \n",
    "            </tbody>\n",
    "        </table>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## pypy + numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Maximum displacement = 0.141317840389 mm\n",
      "alpha = 0.01158\n",
      "alpha * P a^2 / D = 0.1416 mm\n",
      "2.39453456402\n",
      "[2.7171430587768555, 2.7005908489227295, 2.72993803024292, 2.3277359008789062, 2.2224531173706055, 2.2417991161346436, 2.2532999515533447, 2.2668538093566895, 2.2391319274902344, 2.2463998794555664]\n"
     ]
    }
   ],
   "source": [
    "%%pypy\n",
    "import numpy as np\n",
    "from numpy import sin, pi\n",
    "import time\n",
    "\n",
    "def plate_displacement(xx, yy, ww, a, b, P, xi, eta, D, max_m, max_n):\n",
    "    max_i, max_j = ww.shape\n",
    "    for mm in range(1, max_m):\n",
    "        for nn in range(1, max_n):\n",
    "            for ii in range(max_i):\n",
    "                for jj in range(max_j):\n",
    "                    a_mn = 4*P * sin(mm * pi * xi / a) * sin(nn * pi * eta / b) / (a * b)\n",
    "                    ww[ii, jj] += (a_mn / (mm**2 / a**2 + nn**2 / b**2)**2\n",
    "                                   * sin(mm * pi * xx[ii, jj] / a)\n",
    "                                   * sin(nn * pi * yy[ii, jj] / b)\n",
    "                                   / (pi**4 * D))\n",
    "\n",
    "# Plate geometry\n",
    "a = 1.0  # m\n",
    "b = 1.0  # m\n",
    "h = 50e-3  # m\n",
    "\n",
    "# Material properties\n",
    "E = 69e9  # Pa\n",
    "nu = 0.35\n",
    "\n",
    "# Series terms\n",
    "max_m = 16\n",
    "max_n = 16\n",
    "\n",
    "# Computation points\n",
    "# NOTE: With an odd number of points the center of the place is included in\n",
    "# the grid\n",
    "NUM_POINTS = 101\n",
    "\n",
    "# Load\n",
    "P = 10e3  # N\n",
    "xi = a / 2\n",
    "eta = a / 2\n",
    "\n",
    "# Flexural rigidity\n",
    "D = h**3 * E / (12 * (1 - nu**2))\n",
    "\n",
    "# ---\n",
    "\n",
    "# Set up domain\n",
    "x = np.linspace(0, a, num=NUM_POINTS)\n",
    "y = np.linspace(0, b, num=NUM_POINTS)\n",
    "xx, yy = np.meshgrid(x, y)\n",
    "\n",
    "# Compute displacement field\n",
    "ww = np.zeros_like(xx)\n",
    "plate_displacement(xx, yy, ww, a, b, P, xi, eta, D, max_m, max_n)\n",
    "\n",
    "# Print maximum displacement\n",
    "w_max = abs(ww).max()\n",
    "print(\"Maximum displacement = %14.12f mm\" % (w_max * 1e3))\n",
    "print(\"alpha = %7.5f\" % (w_max / (P * a**2 / D)))\n",
    "print(\"alpha * P a^2 / D = %6.4f mm\" % (0.01160 * P * a**2 / D * 1e3))\n",
    "\n",
    "t = []\n",
    "times = 10\n",
    "for i in range(times):\n",
    "    t0 = time.time()\n",
    "    plate_displacement(xx, yy, ww, a, b, P, xi, eta, D, max_m, max_n)\n",
    "    t1 = time.time() - t0\n",
    "    t.append(t1)\n",
    "print(sum(t) / times)\n",
    "print(t)"
   ]
  }
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