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Developer-Y/cs-video-courses

Curated list of CS video courses

76.2K
Active
Tutorials & Courses
#computer-science#algorithms#deep-learning

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

unslothai/unsloth

Fine-tuning & RL for LLMs with optimized performance and memory use

53.4K
Active
Python
Fine-tuning
#llm#fine-tuning#reinforcement-learning

ray-project/ray

Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.

41.6K
Active
Python
ML Ops
Containerization
Python
#distributed-computing#ml-ops#ai-framework

eugeneyan/applied-ml

Curated resources for data science and machine learning in production

28.7K
Archived
ML Ops
Awesome Lists
#machine-learning#data-science#ml-ops

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

sgl-project/sglang

High-performance serving framework for large language and multimodal models

24.1K
Active
Python
Inference
LLM Frameworks
Python
#llm#inference#serving

dennybritz/reinforcement-learning

Reinforcement Learning implementations and exercises for Python developers

21.9K
Archived
Jupyter Notebook
ML Ops
Python
#reinforcement-learning#python#tensorflow

Unity-Technologies/ml-agents

An open-source toolkit for training intelligent agents using deep reinforcement learning and imitation learning in Unity games and simulations.

19.2K
Active
C#
Agents & Orchestration
Unity3D
#deep-learning#deep-reinforcement-learning#machine-learning

AI4Finance-Foundation/FinGPT

FinGPT is an open-source financial large language model that can be used for various fintech applications.

18.7K
Active
Jupyter Notebook
LLM Frameworks
PyTorch
#finance#fintech#chatgpt

tensorflow/tensor2tensor

A library of deep learning models and datasets to make deep learning more accessible and accelerate ML research.

17.0K
Archived
Python
ML Ops
TensorFlow
#deep-learning#machine-learning#reinforcement-learning

datawhalechina/leedl-tutorial

A tutorial on deep learning by renowned professor Li Hongy, covering a wide range of AI and machine learning topics.

16.4K
Stable
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#machine-learning#tutorial

ddbourgin/numpy-ml

A comprehensive machine learning library in Python with implementations of various algorithms and models.

16.3K
Archived
Python
ML Ops
#machine-learning#numpy#deep-learning

microsoft/agent-lightning

A lightweight AI agent trainer for building agentic AI models.

15.3K
Active
Python
LLM Frameworks
React
#LLM#Reinforcement Learning#Agentic AI

MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

Mathematical Foundations of Reinforcement Learning book in MATLAB

14.8K
Active
MATLAB
React
#reinforcement-learning#mathematical-foundation#book

ShangtongZhang/reinforcement-learning-an-introduction

Python implementation of the reinforcement learning concepts from the classic textbook.

14.6K
Archived
Python
Reinforcement Learning
Python
#reinforcement-learning#artificial-intelligence#machine-learning

bulletphysics/bullet3

Bullet Physics SDK is a real-time collision detection and multi-physics simulation library for VR, games, robotics and more.

14.3K
Stable
C++
Simulation
#physics-simulation#robotics#virtual-reality

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

owainlewis/awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

13.0K
Stable
AI Courses & Learning Resources
#artificial-intelligence#machine-learning#deep-learning

DLR-RM/stable-baselines3

Reliable PyTorch implementations of reinforcement learning algorithms for AI and robotics applications.

12.8K
Active
Python
ML Ops
PyTorch
#reinforcement-learning#robotics#machine-learning
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