An MDL-based approach to the Abstraction and Reasoning Corpus (ARC) challenge

Abstract Reasoning with Graph Abstractions (ARGA) implementation

Official Project Page for HLA: Higher-order Linear Attention (https://arxiv.org/abs/2510.27258)

Thermodynamic Hypergraphical Model Library in JAX

HRM Agent repo

Unofficial implementation of Tiny Recursive Model (TRM), improvement to HRM from Sapient AI, by Alexia Jolicoeur-Martineau

A comprehensive JAX/NNX library for diffusion and flow matching generative algorithms, featuring DiT (Diffusion Transformer) and its variants as the primary backbone with support for ImageNet train…

Message passing for expected free energy minimizing agent based on multivariate autoregressive exogenous models.

Flash Attention Triton kernel with support for second-order derivatives

NoProp algorithm in Equinox and Jax

Reinforcement learning on general 2D physics environments in JAX. ICLR 2025 Oral.

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Hierarchical Reasoning Model Official Release

JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"

A simple, performant and scalable JAX-based world modeling codebase

Hierarchical Meta-Learning via Mixtures of Experts

PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning

[NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts

Amortized Inference for Causal Structure Learning, NeurIPS 2022