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ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of popular reinforcement learning algorithms like A2C, PPO, ACKTR and GAIL for developers.

3.9K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#actor-critic#proximal-policy-optimization

open-spaced-repetition/fsrs4anki

A modern Anki addon that implements the Free Spaced Repetition Scheduler algorithm for intelligent tutoring systems.

3.8K
Stable
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#anki#spaced-repetition#memory-optimization

polyaxon/polyaxon

Polyaxon is an MLOps platform for managing and orchestrating the machine learning lifecycle.

3.7K
Active
MLOps
API Frameworks
Kubernetes
#machine-learning#mlops#kubernetes

rlcode/reinforcement-learning

A minimalist and clean set of reinforcement learning examples in Python for developers to learn and experiment with.

3.6K
Archived
Python
Reinforcement Learning
Python
#reinforcement-learning#deep-learning#machine-learning

ashishpatel26/Andrew-NG-Notes

Handwritten notes for Andrew Ng's Coursera Machine Learning course, a popular resource for learning AI/ML.

3.6K
Experimental
Jupyter Notebook
Tutorials & Courses
LLM Frameworks
Jupyter Notebook
#machine-learning#deep-learning#neural-networks

opendilab/DI-engine

Comprehensive reinforcement learning framework for building AI agents and distributed systems

3.6K
Stable
Python
Reinforcement Learning
Agents & Orchestration
PyTorch
#reinforcement-learning#distributed-systems#ai-agents

junxiaosong/AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for the classic board game Gomoku (Five in a Row)

3.6K
Archived
Python
Reinforcement Learning
Board Games
PyTorch
#alphago#mcts#monte-carlo-tree-search

PaddlePaddle/awesome-DeepLearning

A comprehensive collection of deep learning resources including courses, case studies, and interview questions.

3.6K
Archived
Jupyter Notebook
LLM Frameworks
Computer Vision
#deep-learning#machine-learning#computer-vision

google-research/football

A reinforcement learning environment for developing AI agents that can play the Google Research Football game.

3.6K
Experimental
Python
Reinforcement Learning
CLI Tools
Python
#reinforcement-learning#ai-agents#game-development

wzhe06/Reco-papers

A collection of classic papers and resources on recommendation systems and machine learning

3.5K
Stable
Python
Recommendation
API Frameworks
Python
#machine-learning#deep-learning#recommender-system

microsoft/tensorwatch

A powerful debugging, monitoring and visualization tool for Python Machine Learning and Data Science workflows.

3.5K
Stable
Jupyter Notebook
ML Ops
Debugging
Jupyter Notebook
#debugging#monitoring#visualization

TJU-DRL-LAB/AI-Optimizer

The next generation deep reinforcement learning toolkit for AI researchers and developers.

3.5K
Archived
Python
Reinforcement Learning
Transfer Learning
Python
#deep-learning#reinforcement-learning#transfer-learning

PaddlePaddle/PARL

A high-performance distributed training framework for Reinforcement Learning in Python

3.5K
Stable
Python
Reinforcement Learning
API Frameworks
#reinforcement-learning#distributed-training#parallelization

girafe-ai/ml-course

An open machine learning course that covers a wide range of topics including computer vision, natural language processing, and reinforcement learning.

3.4K
Active
Jupyter Notebook
Computer Vision
Natural Language Processing
Jupyter Notebook
#machine-learning#deep-learning#computer-vision

pytorch/ELF

An open-source platform for game research and reinforcement learning experimentation.

3.4K
Archived
C++
Reinforcement Learning
CLI Tools
C++
#reinforcement-learning#game-research#alpha-zero

datamllab/rlcard

A Python library that provides reinforcement learning algorithms and environments for various card games

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
#reinforcement-learning#game-ai#game-bot

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

XinJingHao/DRL-Pytorch

Clean, robust, and unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms.

3.3K
Experimental
Python
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#q-learning#ppo

rasbt/reasoning-from-scratch

Implement reasoning LLM in PyTorch from scratch

3.3K
Active
Jupyter Notebook
AI Editors/Agents/Copilot
#LLM#Reasoning#PyTorch

astorfi/Deep-Learning-Roadmap

Organized resources for deep learning researchers and developers, including tutorials, frameworks, and libraries.

3.2K
Archived
Python
LLM Frameworks
Tutorials & Courses
Python
#deep-learning#reinforcement-learning#machine-learning
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