A python library for decision tree visualization and model interpretation.

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

stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables

Course syllabus, notes, projects for USF's MSDS689

A tool that translates augmented markdown into HTML or latex

The website content for explained.ai

Simple automatic differentiation via operator overloading for educational purposes

Articles on machine learning

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

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

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

Playing with deep learning

MSAN692 Data Acquisition

Explore building a hash table with two different hash functions that balances chain length

My faculty web page

Course notes for MSDS501, computational boot camp, at the University of San Francisco

MSDS593 -- Exploratory data analysis (EDA) at the University of San Francisco

A simple library to capture multiple matplotlib plots as a movie.

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

Playing with self-organizing deep learning neural networks

Public repo to host website for public releases of mlbook html

University of San Francisco CS652 -- Programming Languages