ptigas

optimate

A collection of libraries to optimise AI model performances

torchgfn

GFlowNet library

difflogic

A Library for Differentiable Logic Gate Networks

subsets

Code for Reparameterizable Subset Sampling via Continuous Relaxations, IJCAI 2019.

jax_fdm

Auto-differentiable and hardware-accelerated force density method

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

point-e

Point cloud diffusion for 3D model synthesis

cbed

Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.

REDQ

Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.

Randomized-Ensembled-Double-Q-learning-REDQ-

Pytorch implementation of Randomized Ensembled Double Q-learning (REDQ)

gym-hybrid

Collection of OpenAI parametrized action-space environments.

rhasspy

Offline private voice assistant for many human languages

read-action

📚 A GitHub action to track books you read in a JSON file (supports ISBN, Libby, Libro.fm, and Apple Books)

trajectory-information-rl

Bayesian active RL (BARL) and trajectory information planning (TIP)

causaldag

Python package for the creation, manipulation, and learning of Causal DAGs

due-cate

Determninistic Uncertainty Estimation for Conditional Average Treatment Effects

garage

A toolkit for reproducible reinforcement learning research.

RL-BOED

cascade

Implementation of CASCADE in Learning General World Models in a Handful of Reward-Free Deployments (NeurIPS 22).

AI-Render

Stable Diffusion in Blender

nerd-fonts

Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more

denoised_mdp

Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

LovelyPlots

Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

ibc

A PyTorch implementation of Implicit Behavioral Cloning

foldingdiff

Diffusion models of protein structure; trigonometry and attention are all you need!

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

logseq-plugin-todo

A simple to-do list plugin for logseq

causal-inference-visual-guides

A collection of visual guides to help applied scientists learn causal inference.

MolecularNodes

Toolbox for molecular animations in Blender, powered by Geometry Nodes.