📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python Implementation of Reinforcement Learning: An Introduction

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

TensorFlow Tutorials with YouTube Videos

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

StarCraft II Learning Environment

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Build your neural network easy and fast, 莫烦Python中文教学

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

A collection of machine learning examples and tutorials.

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Deep Reinforcement Learning for Keras.

A course in reinforcement learning in the wild

A curated list of awesome self-supervised methods

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

A JavaScript deep learning and reinforcement learning library.

Repo for the Deep Reinforcement Learning Nanodegree program

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

repository to research & share the machine learning articles