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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

PRL4AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

ICRA_2021_RL

Paper list on ICRA reinforcement learning

cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

Reinforcement-Learning_Path-Planning

numpy-cn

NumPy官方中文文档（完整版）

mmdetection

OpenMMLab Detection Toolbox and Benchmark

paper-reading

深度学习经典、新论文逐段精读

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

optuna

A hyperparameter optimization framework

tinygrad

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

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠