Discover parrt/autodx Open Source project by Terence Parr (@parrt)

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

2,921

lolviz

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

823

tensor-sensor

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

746

random-forest-importances

A tool that translates augmented markdown into HTML or latex

596

bookish

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

449

msds621

A simple VM for a talk on building VMs

346

simple-virtual-machine

Same as simple-virtual-machine but in C

207

simple-virtual-machine-C

136

msds692

MSAN692 Data Acquisition

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

125

msds501

University of San Francisco CS652 -- Programming Languages

123

cs652

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

112

fundamentals-of-deep-learning

Course syllabus, notes, projects for USF's MSDS689

msds689

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

stratx

TeX

ml-articles

Articles on machine learning

USF CS601 lecture notes and sample code

cs601

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

msds593

The website content for explained.ai

website-explained.ai

USF MSAN501 lecture notes and sample code

msan501-old

TeX

mini-markdown

Parser for small subset of markdown

CS345 Programming Languages at University of San Francisco

cs345

AniML-java

A Java implementation of random forest machine learning algorithm / classifier

Public repo to host website for public releases of mlbook html

website-mlbook

My own variation on the bash git prompt

bash-git-prompt

Data acquisition certificate (part of http://www.sfdatainstitute.org Course number CAS-DI-DAPY-001.

data-acquisition

Parrt's Java library with useful functions

parrtlib

Experiment with GMDH polynomial computation-graph nodes

gmdh

A starter kit with tests and skeleton code for the computational analytics boot camp, MSAN501, at the University of San Francisco.

msan501-starterkit

A simple build utility written in Python, though I'll use to build java projects.

bild

A C unit testing rig in the spirit of junit.

c_unit

sample-jetbrains-plugin

A sample jetbrains plugin that uses ANTLR for lexing/parsing.

A simple neural network in java using particle swarm optimization.

java-neural-net

Playing with deep learning

playdl

Simple language grammar and listener for talk demos

antlr4-demo-simple-lang

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

hash-duo

C++

selfnet

Playing with self-organizing deep learning neural networks

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

pltvid

A test of OpenCL use on OS X, XCode. Simple vector squaring.

gpu-test

learn-git

gradle-antlr-plugin

The Official Gradle ANTLR plugin

cs601-webmail-skeleton

Some goodies to help start the CS601 webmail project

StringTemplate-based version of webmail skeleon

cs601-webmail-st-skeleton

inclass

foobar

website-book.explained.ai

demo

test for class

website-faculty-parrt

My faculty web page

annotation-processor