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reinforcement-learning
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741 search results found
Cs Video Courses
⭐
62,887
List of Computer Science courses with video lectures.
Annotated_deep_learning_paper_implementations
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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
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29,596
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
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24,828
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
D2l En
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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
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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
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13,701
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Deep Learning Drizzle
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10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Amazon Sagemaker Examples
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9,221
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Awesome Artificial Intelligence
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8,777
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Leedl Tutorial
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8,682
《李宏毅深度学习教程》,PDF下载地址:https://github.com/datawhalech
Tensorflow Tutorials
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8,644
TensorFlow Tutorials with YouTube Videos
Awesome Rl
⭐
8,195
Reinforcement learning resources curated
Wandb
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8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Machine_learning_examples
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7,861
A collection of machine learning examples and tutorials.
Trax
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7,818
Trax — Deep Learning with Clear Code and Speed
Palm Rlhf Pytorch
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7,496
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Tensorlayer
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7,288
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Tensorpack
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6,298
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Awesome Self Supervised Learning
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5,689
A curated list of awesome self-supervised methods
Practical_rl
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5,572
A course in reinforcement learning in the wild
Keras Rl
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5,348
Deep Reinforcement Learning for Keras.
Awesome Multimodal Ml
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5,290
Reading list for research topics in multimodal machine learning
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Neurojs
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4,332
A JavaScript deep learning and reinforcement learning library.
Reinforcement Learning
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4,090
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Cleanrl
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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......
Alpha Zero General
⭐
3,497
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Dm_control
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3,496
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Deep Rl Class
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3,459
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
Pytorch A2c Ppo Acktr Gail
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3,450
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).
Polyaxon
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3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Tensorwatch
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3,333
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Catalyst
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3,151
Accelerated deep learning R&D
Deep Learning Roadmap
⭐
3,139
📡 Organized Resources for Deep Learning Researchers and Developers
Reinforcement Learning
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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
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2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Awesome Ai In Finance
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2,537
🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Awesome Rlhf
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2,376
A curated list of reinforcement learning with human feedback resources (continually updated)
Data Science Question Answer
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2,330
A repo for data science related questions and answers
Awesome Ml Courses
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2,324
Awesome free machine learning and AI courses with video lectures.
Coach
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2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Awesome Mlss
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2,266
List of summer schools in machine learning + related fields across the globe
Muzero General
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2,203
MuZero
Iccv2019 Learningtopaint
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2,125
ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
Dqn Tensorflow
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2,114
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Elf
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2,090
An End-To-End, Lightweight and Flexible Platform for Game Research
Simulator
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2,029
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
Deeprl Agents
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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
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1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Reco Papers
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1,753
Classic papers and resources on recommendation
Tensorflow2.0 Examples
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1,692
🙄 Difficult algorithm, Simple code.
Habitat Lab
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1,670
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
Physo
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1,669
Physical Symbolic Optimization
Vizdoom
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1,665
Reinforcement Learning environments based on the 1993 game Doom :godmode:
Tnt
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1,598
A lightweight library for PyTorch training tools and utilities
Advanced Deep Learning With Keras
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1,534
Advanced Deep Learning with Keras, published by Packt
Deep Neuroevolution
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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
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1,367
This is Andrew NG Coursera Handwritten Notes.
Torchcraft
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1,346
Connecting Torch to StarCraft
Noreward Rl
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1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Rainbow
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1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
Ppo Pytorch
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1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Awesome Deep Rl
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1,225
For deep RL and the future of AI.
Awesome Deep Learning Papers For Search Recommendation Advertising
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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.
Tensor House
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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.
Chainerrl
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1,151
ChainerRL is a deep reinforcement learning library built on top of Chainer.
Softlearning
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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
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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
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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
A-Paper-A-Week
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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Python Reinforcement Learning (2,612)
Deep Learning Natural Language Processing (2,469)
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