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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

began-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

cuda_mode_exercises

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

draw

Implementation of Gregor et al., 2015 - 'DRAW: A Recurrent Neural Network For Image Generation'

draw_tfp

Tensorflow Implementation of 'DRAW: A Recurrent Neural Network For Image Generation'

e-lra

Streamlined variant of Long-Range Arena with pinned dependencies, automated data downloads, and deterministic shuffling.

flaxformer

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2

An implementation of training for GPT2, supports TPUs

gumbel-softmax-vae

VAE using Gumbel-Softmax

gym-doom

Gym - Doom environments based on VizDoom.

hf_caching_demo

Self-demo of HF dataset caching

hm_lstm

Implementation of Chung et al., 2016 - 'Hierarchical Multiscale Recurrent Neural Networks'

infogan

InfoGAN implementation in Tensorflow

kfac

An implementation of KFAC for TensorFlow

lab

A customisable 3D platform for agent-based AI research

large-scale-curiosity

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

letterbox_generator

Generate NYT-style 'Letter Boxed' games!

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

meliad

memn2n

Reproducing Sukhbaatar et al., 2015 - 'End-to-End Memory Networks'

metavb

Official implementation of 'Meta-Learning with Variational Bayes'.

mu_transformer

Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

multiplicative-lstm-tensorflow

An implementation of multiplicative LSTM in TensorFlow

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralcoref

State-of-the-art coreference resolution based on neural nets and spaCy

newspaper-api

Microservice to parse news articles, using AWS Lambda + API Gateway