Tomasz Cholewik's starred repositories
python-patterns
A collection of design patterns/idioms in Python
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
milewski-ctfp-pdf
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
jupyter_contrib_nbextensions
A collection of various notebook extensions for Jupyter
probability
Probabilistic reasoning and statistical analysis in TensorFlow
visualizing-git
:framed_picture: Visualize how common Git operations affect the commit graph
pre-commit-hooks
git pre-commit hooks that work with http://pre-commit.com/
hidden-markov-model
A from-scratch Hidden Markov Model for hidden state learning from observation sequences.
spreadsheet-ecology-lesson
Data Organization in Spreadsheets for Ecologists