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cool_stuff

small, cool things

darksquares

Reconnaissance Blind Chess engine built around LeelaChessZero

dominion-axiom

AI Development Platform for the popular board-game Dominion

evojax

fastai_projects

Projects/homeworks from the 2022 edition of the FastAI Practical Deep Learning for Coders course

fastbook

The fastai book, published as Jupyter Notebooks

fsdl_2022

Labs from the Full Stack Deep Learning 2022 Course

gershwin

a simple server around a scipy slsqp solver that turns json into functions, constraints, and variables

huggingface_deeprl_projects

Projects for HuggingFace DeepRL Course v2

hyperion

an alphazero-inspired chess engine, written in python

language_models

language model components from scratch, for practice and understanding

lowrollr.github.io

personal website

mctx-az

Monte Carlo tree search in JAX, with functionality to continue search from a previous subtree

moonshot

nn_zero_to_hero

Projects/Exercises for Andrej Karpathy's "Neural Networks: Zero to Hero" course

paperboy

a discord server-wide trading manager

s4pred

A tool for accurate prediction of a protein's secondary structure from only it's amino acid sequence

sparse-reward-buffers

batched sparse reward buffers in JAX

turbozero

fast + parallel AlphaZero in JAX

turbozero_torch

fast + parallel AlphaZero in PyTorch

yaniv-rl

RLCard/Gymnasium RL environment for Yaniv card game + DQN model