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kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K
Archived
HTML
Machine Learning
#deep-learning#machine-learning#computer-vision

Farama-Foundation/Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities.

11.4K
Active
Python
Agents & Orchestration
#reinforcement-learning#api#gym

aws/amazon-sagemaker-examples

A collection of Jupyter notebooks showcasing how to build and deploy machine learning models with Amazon SageMaker.

10.9K
Active
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#deep-learning#data-science

wandb/wandb

The AI developer platform to train and fine-tune models, and manage models from experimentation to production.

10.9K
Active
Python
ML Ops
PyTorch
#ai#machine-learning#model-versioning

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

Hvass-Labs/TensorFlow-Tutorials

Comprehensive set of TensorFlow tutorials with accompanying YouTube videos for learning deep learning and machine learning.

9.3K
Archived
Jupyter Notebook
Tutorials & Courses
TensorFlow
#deep-learning#machine-learning#neural-network

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

OpenRLHF/OpenRLHF

An open-source, scalable, and high-performance RL framework for building AI-powered applications and tools.

9.1K
Active
Python
LLM Frameworks
Agents & Orchestration
Ray
#reinforcement-learning#large-language-models#proximal-policy-optimization

OpenPipe/ART

Train multi-step agents for real-world tasks using GRPO, supporting AI tools like Qwen2.5, Qwen3, and Llama.

8.9K
Active
Python
Agents & Orchestration
Reinforcement Learning
Python
#agent#reinforcement-learning#llms

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials for data scientists and ML engineers.

8.8K
Stable
Python
Machine Learning
Data Science
Python
#data-science#machine-learning#deep-learning

VowpalWabbit/vowpal_wabbit

A machine learning system that pushes the frontier of machine learning with various techniques.

8.7K
Active
C++
C++
#machine learning#active-learning#online-learning

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

google/trax

Trax is a deep learning library that provides clear code and fast performance for building AI models.

8.3K
Stable
Python
LLM Frameworks
ML Ops
React
#deep-learning#reinforcement-learning#jax

google-deepmind/pysc2

A Python library for the StarCraft II Learning Environment, enabling reinforcement learning and machine learning.

8.3K
Archived
Python
React
#reinforcement-learning#machine-learning#StarCraft-II

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

hijkzzz/Awesome-LLM-Strawberry

A curated collection of LLM papers, blogs, and projects, focused on OpenAI o1 and reasoning techniques.

6.9K
Stable
LLM Frameworks
Tutorials & Courses
#llm#openai-o1#reasoning

pliang279/awesome-multimodal-ml

A comprehensive reading list for research topics in multimodal machine learning.

6.8K
Archived
Computer Vision
Natural Language Processing
#multimodal-learning#reading-list#machine-learning

yandexdataschool/Practical_RL

A course in reinforcement learning for developers interested in building AI-powered applications.

6.5K
Stable
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#machine-learning#ai-tools

jason718/awesome-self-supervised-learning

A curated list of awesome self-supervised learning methods for computer vision, NLP, robotics, and more.

6.4K
Archived
Machine Learning
#machine-learning#computer-vision#nlp

tensorpack/tensorpack

A high-performance, flexible neural network training interface on TensorFlow for deep learning researchers and engineers.

6.3K
Archived
Python
ML Ops
API Frameworks
TensorFlow
#deep-learning#machine-learning#neural-networks
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