openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.

A collection of design patterns/idioms in Python

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Python sample codes for robotics algorithms.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Python logging made (stupidly) simple

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Python Implementation of Reinforcement Learning: An Introduction

An educational resource to help anyone learn deep reinforcement learning.

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

A curated list of awesome mathematics resources

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Fast and Accurate ML in 3 Lines of Code

An elegant PyTorch deep reinforcement learning library.

A fluent design widgets library based on C++ Qt/PyQt/PySide. Make Qt Great Again.

PyTorch implementations of deep reinforcement learning algorithms and environments

PyTorch deep learning projects made easy.

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

torch-optimizer -- collection of optimizers for Pytorch

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

A minimalist environment for decision-making in autonomous driving

A small course on exploiting and defending neural networks

An unofficial styleguide and best practices summary for PyTorch

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.