VQ-VAE implementation in pytorch, supporting EMA and Gumbel trainings. Applicable for images and time series.

Official implementation of the paper "Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

CLIP FFT/DWT/RGB = text to image/video

An index of algorithms for learning causality with data

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Business Process Control using Reinforcement Learning. Work in progress.

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Multi-user server for Jupyter notebooks

Evolution Strategies Tool

RTEC is an Event Calculus implementation optimised for stream reasoning

An attempt at recreating TD Gammon in Python

Deep Pink is a chess AI that learns to play chess using deep learning.

A collection of Python modules to solve OpenAI Gym environments with Reinforcement Learning.

Yet Another Game of Life Implementation (in Python)

A 3D Scene Registration Method via Covariance Descriptors and an Evolutionary Stable Strategy Game Theory Solver