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740 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.

Tensor2tensor ⭐ 13,701

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

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 ⭐ 9,221

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

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

Machine_learning_examples ⭐ 7,861

A collection of machine learning examples and tutorials.

Trax — Deep Learning with Clear Code and Speed

Palm Rlhf Pytorch ⭐ 7,496

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

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

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.

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Neurojs ⭐ 4,332

A JavaScript deep learning and reinforcement learning library.

Reinforcement Learning ⭐ 4,097

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

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......

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

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

Tensorwatch ⭐ 3,333

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

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

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

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.

Minimalrl ⭐ 2,417

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

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 ⭐ 2,304

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

Muzero General ⭐ 2,203

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.

Ml Course ⭐ 1,936

Open Machine Learning course

Fsrs4anki ⭐ 1,923

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

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

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Habitat Lab ⭐ 1,670

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Vizdoom ⭐ 1,670

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

Physo ⭐ 1,669

Physical Symbolic Optimization

A lightweight library for PyTorch training tools and utilities

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Deep Neuroevolution ⭐ 1,502

Deep Neuroevolution

Magent ⭐ 1,502

A Platform for Many-agent Reinforcement Learning

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Torchcraft ⭐ 1,346

Connecting Torch to StarCraft

Noreward Rl ⭐ 1,315

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

Rainbow ⭐ 1,272

Rainbow: Combining Improvements in Deep Reinforcement Learning

Ppo Pytorch ⭐ 1,270

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Chainerrl ⭐ 1,155

ChainerRL is a deep reinforcement learning library built on top of Chainer.

Tensor House ⭐ 1,152

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

Softlearning ⭐ 1,108

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Deepgtav ⭐ 1,095

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for 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

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

Papers I Read ⭐ 928

Deep Q Learning ⭐ 894

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

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

Dl Nlp Readings ⭐ 847

My Reading Lists of Deep Learning and Natural Language Processing

Deepdrive ⭐ 845

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

Omnisafe ⭐ 831

OmniSafe is an infrastructural framework for accelerating SafeRL research.

Awesome Robotics ⭐ 817

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

Gibsonenv ⭐ 814

Gibson Environments: Real-World Perception for Embodied Agents

Spiceai ⭐ 802

Build apps that learn and adapt. Time series AI for developers.

Pytorch A3c ⭐ 768

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Coursera ⭐ 746

Quiz & Assignment of Coursera

Super Mario Bros A3c Pytorch ⭐ 735

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

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