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1. dtreeviz dtreeviz Public

   A python library for decision tree visualization and model interpretation.

   Jupyter Notebook 3k 337

2. lolviz lolviz Public

   A simple Python data-structure visualization tool for lists of lists, lists, dictionaries; primarily for use in Jupyter notebooks / presentations

   Jupyter Notebook 835 47

3. random-forest-importances random-forest-importances Public

   Code to compute permutation and drop-column importances in Python scikit-learn models

   Jupyter Notebook 604 131

4. tensor-sensor tensor-sensor Public

   The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

   Jupyter Notebook 799 40

5. msds621 msds621 Public

   Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

   Jupyter Notebook 350 172

6. fundamentals-of-deep-learning fundamentals-of-deep-learning Public

   Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.

   Jupyter Notebook 72 32