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Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

D2l En ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Wandb ⭐ 8,204

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

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Tensorpack ⭐ 6,298

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

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Tensorflow Book ⭐ 4,443

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

Alpha Zero General ⭐ 3,497

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

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Tensorforce ⭐ 3,275

Tensorforce: a TensorFlow library for applied reinforcement learning

TensorFlow Reinforcement Learning

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Agents ⭐ 2,658

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Alphazero_gomoku ⭐ 2,427

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Coach ⭐ 2,304

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Dqn Tensorflow ⭐ 2,114

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Simulator ⭐ 2,029

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Chess Alpha Zero ⭐ 1,666

Chess reinforcement learning by AlphaGo Zero methods.

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Hands On Meta Learning With Python ⭐ 857

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Chatbot_cn ⭐ 850

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Scalable, event-driven, deep-learning-friendly backtesting library

Awesome Robotics ⭐ 817

A curated list of awesome links and software libraries that are useful for robots.

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Autokernel ⭐ 724

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Async_deep_reinforce ⭐ 560

Asynchronous Methods for Deep Reinforcement Learning

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Tensorflow Reinforce ⭐ 477

Implementations of Reinforcement Learning Models in Tensorflow

A Configurable Recommender Systems Simulation Platform

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Irl Imitation ⭐ 412

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

TensorFlow2 Reinforcement Learning

Rl Chatbot ⭐ 383

🤖 Deep Reinforcement Learning Chatbot

A3c_trading ⭐ 378

Trading with recurrent actor-critic reinforcement learning

Reinforcement learning with unsupervised auxiliary tasks

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Neural Symbolic Machines ⭐ 346

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Play Google Chrome's T-rex game with TensorFlow

Meta Rl ⭐ 332

Implementation of Meta-RL A3C algorithm

Rltrader ⭐ 324

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Neural Architecture Search ⭐ 312

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Dreamer ⭐ 310

Dream to Control: Learning Behaviors by Latent Imagination

Uav Ddpg ⭐ 297

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Reinforcement Learning Stanford ⭐ 283

🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

A framework for multi-agent reinforcement learning.

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Machine Learning Uiuc ⭐ 235

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Bayesian Reinforcement Learning in Tensorflow

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Train Robot Arm From Scratch ⭐ 208

Build environment and train a robot arm from scratch (Reinforcement Learning)

TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)

Tensorflow2 Deep Reinforcement Learning ⭐ 203

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

Naf Tensorflow ⭐ 188

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

Neuroflight ⭐ 182

Next Generation Flight Controller Firmware

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Rl Medical ⭐ 171

Deep Reinforcement Learning (DRL) agents applied to medical images

Gail Tf ⭐ 167

Tensorflow implementation of generative adversarial imitation learning

Mindpark ⭐ 166

Testbed for deep reinforcement learning

Dqn_tensorflow ⭐ 152

Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'

Reinforcement_learning ⭐ 149

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

Deep Algotrading ⭐ 145

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Show Adapt And Tell ⭐ 142

Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

A structured implementation of MuZero

Machine Learning And Reinforcement Learning In Finance ⭐ 135

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Deep_learning_study ⭐ 118

A curated list of Deep Learning

Spiral Tensorflow ⭐ 113

Mzutils ⭐ 109

Machine_learning_lectures ⭐ 109

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Reimprovejs ⭐ 101

A framework using TensorFlow.js for Deep Reinforcement Learning

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Reinforce_py ⭐ 91

Reinforcement Learning in Python

Seqgan_tensorflow ⭐ 90

SeqGAN tensorflow implementation

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