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3,040 search results found

Cs Video Courses ⭐ 62,887

List of Computer Science courses with video lectures.

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 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, ... 🧠

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.

Applied Ml ⭐ 24,828

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

D2l En ⭐ 21,912

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

Ml Agents ⭐ 15,707

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.

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Tensor2tensor ⭐ 13,701

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

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

Fingpt ⭐ 12,440

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Bullet3 ⭐ 11,480

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

Deep Learning Drizzle ⭐ 10,767

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

Amazon Sagemaker Examples ⭐ 9,560

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

Awesome Artificial Intelligence ⭐ 8,777

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

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Vowpal_wabbit ⭐ 8,416

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Wandb ⭐ 8,204

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

Awesome Rl ⭐ 8,195

Reinforcement learning resources curated

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Machine_learning_examples ⭐ 7,861

A collection of machine learning examples and tutorials.

Pysc2 ⭐ 7,820

StarCraft II Learning Environment

Trax — Deep Learning with Clear Code and Speed

Pysc2 ⭐ 7,768

StarCraft II Learning Environment

Easy Rl ⭐ 7,643

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

Palm Rlhf Pytorch ⭐ 7,496

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Pytorch Tutorial ⭐ 7,372

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

Tensorlayer ⭐ 7,301

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Stable Baselines3 ⭐ 7,292

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

Tensorpack ⭐ 6,298

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

Awesome Self Supervised Learning ⭐ 5,689

A curated list of awesome self-supervised methods

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Awesome Multimodal Ml ⭐ 5,399

Reading list for research topics in multimodal machine learning

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Gymnasium ⭐ 4,828

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Tensorflow Book ⭐ 4,443

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

Neurojs ⭐ 4,332

A JavaScript deep learning and reinforcement learning library.

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Reinforcement Learning ⭐ 4,115

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Open_spiel ⭐ 4,068

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Awesome Chatgpt ⭐ 3,711

ChatGPT资料汇总学习，持续更新......

Arxivtimes ⭐ 3,709

repository to research & share the machine learning articles

Dm_control ⭐ 3,541

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Alpha Zero General ⭐ 3,497

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

Elegantrl ⭐ 3,489

Massively Parallel Deep Reinforcement Learning. 🔥

Pytorch A2c Ppo Acktr Gail ⭐ 3,484

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Deep Rl Class ⭐ 3,459

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

A library of reinforcement learning components and agents

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Tensorforce ⭐ 3,282

Tensorforce: a TensorFlow library for applied reinforcement learning

Douzero ⭐ 3,241

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

Football ⭐ 3,177

Check out the new game server:

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Deep Learning Roadmap ⭐ 3,139

📡 Organized Resources for Deep Learning Researchers and Developers

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

TensorFlow Reinforcement Learning

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

A high-performance distributed training framework for Reinforcement Learning

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Awesome Deeplearning Resources ⭐ 2,739

Deep Learning and deep reinforcement learning research papers and some codes

Ai Optimizer ⭐ 2,733

The next generation deep reinforcement learning tookit

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Di Engine ⭐ 2,681

OpenDILab Decision AI Engine

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Agents ⭐ 2,658

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

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Awesome Ai In Finance ⭐ 2,537

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

Alphazero_gomoku ⭐ 2,427

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

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Highwayenv ⭐ 2,417

A minimalist environment for decision-making in autonomous driving

Data Science Question Answer ⭐ 2,389

A repo for data science related questions and answers

Awesome Rlhf ⭐ 2,376

A curated list of reinforcement learning with human feedback resources (continually updated)

Awesome Ml Courses ⭐ 2,324

Awesome free machine learning and AI courses with video lectures.

Coach ⭐ 2,312

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

Awesome Mlss ⭐ 2,266

List of summer schools in machine learning + related fields across the globe

Rlcard ⭐ 2,260

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Pettingzoo ⭐ 2,218

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Muzero General ⭐ 2,203

Monte Carlo tree search in JAX

Iccv2019 Learningtopaint ⭐ 2,125

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

Dqn Tensorflow ⭐ 2,114

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

An End-To-End, Lightweight and Flexible Platform for Game Research

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.

Ppoxfamily ⭐ 1,979

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践）

Ml Course ⭐ 1,936

Open Machine Learning course

Massively parallel rigidbody physics simulation on accelerator hardware.

Fsrs4anki ⭐ 1,923

A modern Anki custom scheduling based on free spaced repetition scheduler algorithm

Rl4lms ⭐ 1,911

A modular RL library to fine-tune language models to human preferences

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Rlpyt ⭐ 1,709

Reinforcement Learning in PyTorch

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Vizdoom ⭐ 1,684

Reinforcement Learning environments based on the 1993 game Doom :godmode:

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