parrt

dtreeviz

A python library for decision tree visualization and model interpretation.

lolviz

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

tensor-sensor

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

random-forest-importances

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

bookish

A tool that translates augmented markdown into HTML or latex

msds621

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

msds692

MSAN692 Data Acquisition

msds501

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

cs652

University of San Francisco CS652 -- Programming Languages

fundamentals-of-deep-learning

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

msds689

Course syllabus, notes, projects for USF's MSDS689

stratx

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

ml-articles

Articles on machine learning

antlr4

msds593

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

website-explained.ai

The website content for explained.ai

website-mlbook

Public repo to host website for public releases of mlbook html

autodx

Simple automatic differentiation via operator overloading for educational purposes

stringtemplate4

intellij-plugin-v4

An intellij plugin for ANTLR v4 in Intellij 12.0.x

hash-duo

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

parrt-rules

List of known parrt rules

playdl

Playing with deep learning

antlr3

antlr v3 repository (pulled from p4 with history from //depot/code/antlr/antlr3-main

pltvid

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

selfnet

Playing with self-organizing deep learning neural networks

foobar

inclass

learn-git

website-faculty-parrt

My faculty web page