Kevin Frans

shortcut-models. Python

variational-autoencoder. generate MNIST using a Variational Autoencoder

deepcolor. Automatic coloring and shading of manga-style lineart, using Tensorflow + cGANs

jax-diffusion-transformer. Implementation of Diffusion Transformer (DiT) in JAX

generative-adversial. image generation via GANs

feature-visualization. tensorflow example of visualizing features from a convnet

clipdraw. code for CLIPDraw

openai-cartpole. random search, hill climbing, policy gradient

lmpo. Python

splus. Python

jax-flow. Flow-matching algorithms in JAX

cfgrl. Python

powderworld. Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions

parallel-trpo. A parallel version of Trust Region Policy Optimization

fre. Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"

draw-color. a DRAW model for colored images in tensorflow

rlbase_stable. Python

jax-vqvae-vqgan. JAX implementation of VQVAE/VQGAN autoencoders (+FSQ)

twitch. generate realistic looking twitch chat

cs224-solutions. code for cs224 problem sets

Easy21-RL. solutions to David Silver's RL course project Easy21

learn.

jaxtransformer. Minimal Transformer base in JAX. A single backbone for language modelling, diffusion, classification, etc...

notes. Jupyter Notebook

jax-fid-parallel. Frechet inception distance (FID) evaluation in JAX

Unlimited-Bullet-Festival. A scripting language for bullets in video games

touhou. engine for web-based bullet dodging game

generative-model. Brief Exploration of Generative Models

tfds_builders. A set of TFDS dataset builders for common datasets

latent-attention. Attention on the latent vector for a VAE

neural-style. simplified version of neural art

kgpt. Python

oceanworld-qd. code for "Quality Diversity: Evolving Ocean Creatures"

HackChair. JavaScript

inpainting. aar project

peer-to-peer-mmo. a peer to peer solution to networking for Javascript in-browser games

suwacount. count your youtube views

matrix-whitening-submit. Python

RealTimePixi. a real-time action game in Javascript and Node.js.

BaseBoost. a base for building Boost to link C++ with python

rl-qlearn. Varieties of Q-Learning flavors in Tensorflow

Communication. multi-agent communication

large-generation. cppn, gan, vae to generate bigger images

Tensorflow. examples and stuff from my tensorflow adventure

cfgrl_submit. Python

MetaTwitch. analyses twitch chat

Kano. Feedforward Neural network library for NPM that can handle backprop

TacoPlugins.

waifu2x. Image Super-Resolution for Anime-Style-Art

DECA. JavaScript