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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

openai/gym

Reinforcement learning toolkit for developing and comparing algorithms.

37.1K
Archived
Python
Inference
Testing
Python
#reinforcement-learning#gym#ai-research

eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

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

pytorch/examples

PyTorch examples in vision, text, and reinforcement learning

23.8K
Stable
Python
Computer Vision
Inference
PyTorch
#pytorch#machine-learning#computer-vision

dennybritz/reinforcement-learning

Reinforcement Learning implementations and exercises for Python developers

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

verl-project/verl

Volcano Engine Reinforcement Learning for LLMs

19.6K
Active
Python
LLM Frameworks
Desktop Model Runners
Next.js
#verl#LLM#Reinforcement Learning

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

microsoft/AirSim

Open-source simulator for autonomous vehicles and drones, built on Unreal Engine, with AI and computer vision capabilities.

18.0K
Experimental
C++
Computer Vision
Unreal Engine
#autonomous-vehicles#drones#computer-vision

huggingface/trl

Train transformer language models with reinforcement learning using a Python library.

17.5K
Active
Python
LLM Frameworks
PyTorch
#language-models#reinforcement-learning#transformer

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

openai/baselines

High-quality implementations of reinforcement learning algorithms for AI and machine learning research.

16.7K
Archived
Python
RL Frameworks
Python
#reinforcement-learning#machine-learning#ai-research

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
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