Steve's repositories
flappy_bird_ai
Playing Flappy Bird with Deep Reinforcement Learning
python-chess
A pure Python chess library with move generation and validation, PGN parsing and writing, Polyglot opening book reading, Gaviota tablebase probing, Syzygy tablebase probing and UCI/XBoard engine communication
open_clip
An open source implementation of CLIP.
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
bitmapToC
A simple Mac OS X app that converts .bmp files to C arrays that can be used for example LCD's.
example-code-2e
Example code for Fluent Python, 2nd edition
fastai-intro-ml-2020
For people taking the fastai ML course in 2020!
fastbook
The fastai book, published as Jupyter Notebooks
GNN_for_EHR
Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
Keras-FlappyBird
Using Keras and Deep Q-Network to Play FlappyBird
lc0
The rewritten engine, originally for tensorflow. Now all other backends have been ported here.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
reading-list-for-programming
reading list for programming
Scorpio
Scorpio chess engine
SIESTA
PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"
static_quantization
Post-training static quantization using ResNet18 architecture
Stockfish
UCI chess engine
sunfish
Sunfish: a Python Chess Engine in 111 lines of code
TP4
Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)