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labmlai/annotated_deep_learning_paper_implementations

Deep learning paper implementations with side-by-side notes and explanations

65.9K
Active
Python
Fine-tuning
Computer Vision
PyTorch
#deep-learning#pytorch#transformers

datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

MorvanZhou/PyTorch-Tutorial

A comprehensive PyTorch tutorial for building neural networks and AI models with ease

8.5K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#neural-networks

tensorlayer/TensorLayer

A deep learning and reinforcement learning library for scientists and engineers, with support for TensorFlow.

7.4K
Archived
Python
ML Ops
AI SDKs & Wrappers
TensorFlow
#deep-learning#reinforcement-learning#computer-vision

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

andri27-ts/Reinforcement-Learning

A comprehensive resource for learning deep reinforcement learning with Python and Jupyter Notebook.

4.7K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#machine-learning

MorvanZhou/Tensorflow-Tutorial

A comprehensive TensorFlow tutorial covering a wide range of machine learning topics for AI-focused developers.

4.3K
Archived
Python
Tutorials & Courses
Tutorials & Courses
TensorFlow
#tensorflow#machine-learning#deep-learning

AI4Finance-Foundation/ElegantRL

Massively parallel deep reinforcement learning library for efficient, stable, and lightweight RL models.

4.3K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-learning#parallel-computing

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

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

ShangtongZhang/DeepRL

Modularized implementation of deep reinforcement learning algorithms in PyTorch for researchers and developers.

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
PyTorch
#deep-reinforcement-learning#rl-algorithms#pytorch-implementation

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

higgsfield/RL-Adventure

Pytorch implementation of various deep reinforcement learning algorithms for vibe coders.

3.2K
Archived
Jupyter Notebook
RL Frameworks
Pytorch
#reinforcement-learning#deep-learning#pytorch

seungeunrho/minimalRL

Minimal implementations of basic reinforcement learning algorithms in PyTorch for educational purposes.

3.2K
Archived
Python
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#deep-learning#educational

tensorflow/agents

A scalable and easy-to-use TensorFlow library for Contextual Bandits and Reinforcement Learning.

3.0K
Active
Python
RL Algorithms
Agents & Orchestration
TensorFlow
#bandits#contextual-bandits#dqn

devsisters/DQN-tensorflow

Implementation of Deep Q-Learning in TensorFlow for building AI agents that can learn to play games.

2.6K
Archived
Python
Agents & Orchestration
Reinforcement Learning
TensorFlow
#reinforcement-learning#ai-agents#game-ai

AminHP/gym-anytrading

An OpenAI Gym-based trading environment for developing and testing AI-driven trading algorithms.

2.4K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#trading#reinforcement-learning#gym
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