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data
data
 
 
images
images
 
 
nb_code
nb_code
 
 
scripts
scripts
 
 
.gitignore
.gitignore
 
 
2018-01-03-bayesian-linreg.ipynb
2018-01-03-bayesian-linreg.ipynb
 
 
2018-01-08-bayesian-linreg-sample.ipynb
2018-01-08-bayesian-linreg-sample.ipynb
 
 
2018-01-09-bayesian-linreg-posterior.ipynb
2018-01-09-bayesian-linreg-posterior.ipynb
 
 
2018-01-10-bayesian-linreg-plots.ipynb
2018-01-10-bayesian-linreg-plots.ipynb
 
 
2018-05-02-hmm-alpha-recursion.ipynb
2018-05-02-hmm-alpha-recursion.ipynb
 
 
2018-05-03-SmallNORB.ipynb
2018-05-03-SmallNORB.ipynb
 
 
2018-05-04-ipywidgets-for-learning-logistic-sigmoid-and-bayes-classifiers.ipynb
2018-05-04-ipywidgets-for-learning-logistic-sigmoid-and-bayes-classifiers.ipynb
 
 
2018-05-07-reading-jupyter-notebooks-into-Python.ipynb
2018-05-07-reading-jupyter-notebooks-into-Python.ipynb
 
 
2018-05-09-gibbs-sampling.ipynb
2018-05-09-gibbs-sampling.ipynb
 
 
2018-05-12-pymc3-bayesian-linear-regression.ipynb
2018-05-12-pymc3-bayesian-linear-regression.ipynb
 
 
2018-05-13-hmm-check-results.ipynb
2018-05-13-hmm-check-results.ipynb
 
 
2018-05-13-viterbi-message-passing.ipynb
2018-05-13-viterbi-message-passing.ipynb
 
 
2018-05-16-SVD-demo.ipynb
2018-05-16-SVD-demo.ipynb
 
 
2018-05-16-library-catalog-subject.ipynb
2018-05-16-library-catalog-subject.ipynb
 
 
2018-05-18-Gaussian-Processes.ipynb
2018-05-18-Gaussian-Processes.ipynb
 
 
2018-05-20-Multidimensional-Scaling.ipynb
2018-05-20-Multidimensional-Scaling.ipynb
 
 
2018-05-22-logistic-regression.ipynb
2018-05-22-logistic-regression.ipynb
 
 
2018-05-25-quick-example-of-dirichlet-distribution.ipynb
2018-05-25-quick-example-of-dirichlet-distribution.ipynb
 
 
2018-05-27-coffee.ipynb
2018-05-27-coffee.ipynb
 
 
2018-06-11-climate-classification-with-neural-nets.ipynb
2018-06-11-climate-classification-with-neural-nets.ipynb
 
 
2018-06-22-spacy.ipynb
2018-06-22-spacy.ipynb
 
 
2018-12-27-KL-Divergence.ipynb
2018-12-27-KL-Divergence.ipynb
 
 
2019-01-09-sum-product-message-passing.ipynb
2019-01-09-sum-product-message-passing.ipynb
 
 
2019-03-17-style-transfer.ipynb
2019-03-17-style-transfer.ipynb
 
 
2019-06-02-climate-with-keras.ipynb
2019-06-02-climate-with-keras.ipynb
 
 
2019-07-01-systems-modeling-from-scratch.ipynb
2019-07-01-systems-modeling-from-scratch.ipynb
 
 
2019-11-06-learning-chernoff-faces.ipynb
2019-11-06-learning-chernoff-faces.ipynb
 
 
2020-01-06-faces-in-a-crowd-visualization.ipynb
2020-01-06-faces-in-a-crowd-visualization.ipynb
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
requirements.txt
requirements.txt
 
 

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Notebooks

This repo contains the Jupyter notebooks I post to my blog, jessicastringham.net.

# create environment of your choice, for example
virtualenv -p python3 venv

# install requirements
pip install -r requirements.txt

# run notebook
jupyter notebook

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Jupyter notebooks for my blog

jessicastringham.net

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Readme

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