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1. dtreevizdtreevizPublic

   A python library for decision tree visualization and model interpretation.

   Jupyter Notebook 3k 338

2. lolvizlolvizPublic

   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-importancesrandom-forest-importancesPublic

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

   Jupyter Notebook 608 131

4. tensor-sensortensor-sensorPublic

   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 804 40

5. msds621msds621Public

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

   Jupyter Notebook 349 170

6. fundamentals-of-deep-learningfundamentals-of-deep-learningPublic

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

   Jupyter Notebook 76 31