A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datasets

Extreme Learning Machine implemented in Pytorch

You like pytorch? You like micrograd? You love tinygrad! ❤️

Quadcopter racing simulator made with Unity3D

PyTorch toolbox for matrix product state models

Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch

Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)

A pipelined cordic algoithm for computing cos(angle) and sin(angle) in verilog

An open access book on scientific visualization using python and matplotlib

Training a humanoid robot for locomotion using Reinforcement Learning

A brain for self-driving laboratories

Reinforcement Learning with linear function approximation

Implementation of MuZero with PyTorch, based on the pseudocode from DeepMind (https://arxiv.org/src/1911.08265v2/anc/pseudocode.py).

RL-Toolkit: A Research Framework for Robotics

A toolkit for reproducible reinforcement learning research.

Structural implementation of RL key algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

Flexible Python configuration system. The last one you will ever need.

A Python package for modular causal inference analysis and model evaluations

Gaussian processes framework in python

Repository for most of the code from my YouTube channel

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Python compiled with Numba (from 7300 to 1500000 nodes/second)

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and…

Reverse-mode automatic differentiation with delimited continuations

Compiler for Elm, a functional language for reliable webapps.

Kan extensions, Kan lifts, the Yoneda lemma, and (co)monads generated by a functor