benwoodyear Goto Github PK

autoascend

The first place solution for the NeurIPS 2021 Nethack Challenge -- https://www.aicrowd.com/challenges/neurips-2021-the-nethack-challenge

awesome-deep-learning-papers

The most cited deep learning papers

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cryptonite

The Official Repository of the Cryptonite Dataset

decrypt

Repository for paper Decrypting Cryptic Crosswords

evojax

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

flaxmodels

Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

gans-awesome-applications

Curated list of awesome GAN applications and demo

genetic-algorithm-practice

Just messing around with genetic algorithms to find optimal paths

jax-resnet

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

level-replay

This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the fact that not all levels are equally useful for agents to learn from during training.

machine-learning-flashcards

Machine learning flashcards

mnistsimplecnn

poker-chess

procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

qmk_firmware

Open-source keyboard firmware for Atmel AVR and Arm USB families

train-procgen

Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

unrestricted-adversarial-examples

Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge