Andrew Enfield's repositories
BAP3
Figures and code examples from Bayesian Analysis with Python (third edition)
makemore
An autoregressive character-level language model for making more things
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
CC-Linear-mixed-models
Introduction to linear mixed models
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
CribbageFromRM
Code base for Cribbage as a reinforcement learning problem. Includes environment, agents and training scripts.
random_again
Bits and pieces that don't fit elsewhere and don't warrant their own repository.
minecraft-arrows
Playing around w/ Minecraft Forge mods, with arrows, starting from the "Simply Arrows" mod on curseforge.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
config
A place for config files and the like.
random
Bits and pieces that don't fit elsewhere and don't warrant their own repository
enceladus
Working through https://bigmachine.io/products/a-curious-moon.
pscore_match
A Python package for propensity score matching
Data512
Repo for the Autumn 2017 DATA 512 "Human-centered data science" class.