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688 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 ⭐ 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.

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.

Deep Learning Drizzle ⭐ 10,767

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

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

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

Vowpal_wabbit ⭐ 8,399

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.

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Wandb ⭐ 8,136

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

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

Pytorch Tutorial ⭐ 7,372

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

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

Awesome Multimodal Ml ⭐ 5,399

Reading list for research topics in multimodal machine learning

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.

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 ⭐ 4,097

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

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)

Arxivtimes ⭐ 3,709

repository to research & share the machine learning articles

Dm_control ⭐ 3,496

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

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

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

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.

Minimalrl ⭐ 2,417

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

Data Science Question Answer ⭐ 2,330

A repo for data science related questions and answers

Awesome Ml Courses ⭐ 2,324

Awesome free machine learning and AI courses with video lectures.

Awesome Mlss ⭐ 2,266

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

Muzero General ⭐ 2,203

Simulator ⭐ 2,029

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

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.

Physo ⭐ 1,669

Physical Symbolic Optimization

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Book Mathmatical Foundation Of Reinforcement Learning ⭐ 1,653

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

A lightweight library for PyTorch training tools and utilities

Deep Neuroevolution ⭐ 1,502

Deep Neuroevolution

Bindsnet ⭐ 1,422

Simulation of spiking neural networks (SNNs) using PyTorch.

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

Beautifulalgorithms.jl ⭐ 1,281

Concise and beautiful algorithms written in Julia

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.

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

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.

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

Doyouevenlearn ⭐ 963

Essential Guide to keep up with AI/ML/DL/CV

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

Papers I Read ⭐ 928

Trademaster ⭐ 912

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

SMAC: The StarCraft Multi-Agent Challenge

Flappybirdrl ⭐ 860

Flappy Bird hack using Reinforcement Learning

Reinforcement_learning_course_materials ⭐ 857

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Dl Nlp Readings ⭐ 847

My Reading Lists of Deep Learning and Natural Language Processing

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.

Spiceai ⭐ 802

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

Rex Gym ⭐ 759

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

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Coursera ⭐ 746

Quiz & Assignment of Coursera

Spot_mini_mini ⭐ 740

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Pygame Learning Environment ⭐ 727

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Ml University ⭐ 710

Machine Learning Open Source University

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Osim Rl ⭐ 695

Reinforcement learning environments with musculoskeletal models

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Rliable ⭐ 588

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Animalai Olympics ⭐ 552

Code repository for the Animal AI Olympics competition

Sumo Rl ⭐ 545

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Tensorflow Value Iteration Networks ⭐ 544

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

Skychat Chinese Chatbot Gpt3 ⭐ 543

SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等 SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing.

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