Calling wizmap.generate_grid_dict triggers AttributeError: \np.Infinity\ was removed in the NumPy 2.0 release. Use np.inf instead.

[nguyenmp]

I tried your library (super cool!) and ran into a slight problem where numpy seems to have deprecated np.Infinity in favor of np.inf.

I'm running this outside of then notebook so maybe this doesn't matter, but it looks like a breaking API change in numpy pervented me from using this. I patched it locally and it works fine. LMK if you want me to submit a Pull Request. It's just a one line change and very straightforward but wasn't sure about testing and release stuff.

>>> grid_dict = wizmap.generate_grid_dict(xs, ys, texts, 'IMDB Reviews')
Start generating contours...
Start generating multi-level summaries...
334it [00:00, 288725.79it/s]
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/Users/marknguyen/Library/Python/3.9/lib/python/site-packages/wizmap/wizmap.py", line 672, in generate_grid_dict
    topic_dict = generate_topic_dict(
  File "/Users/marknguyen/Library/Python/3.9/lib/python/site-packages/wizmap/wizmap.py", line 565, in generate_topic_dict
    min_level, max_level = select_topic_levels(
  File "/Users/marknguyen/Library/Python/3.9/lib/python/site-packages/wizmap/wizmap.py", line 497, in select_topic_levels
    best_tile_width_diff = np.Infinity
  File "/Users/marknguyen/Library/Python/3.9/lib/python/site-packages/numpy/__init__.py", line 397, in __getattr__
    raise AttributeError(
AttributeError: `np.Infinity` was removed in the NumPy 2.0 release. Use `np.inf` instead.