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ageron/handson-ml

Deprecated ML book repo with Jupyter notebooks for learning fundamentals

25.8K
Archived
Jupyter Notebook
Books & Guides
Inference
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

25.1K
Active
Jupyter Notebook
ML Ops
#explainability#machine-learning#shapley-values

junyanz/pytorch-CycleGAN-and-pix2pix

PyTorch implementation of CycleGAN and pix2pix for image-to-image translation

25.0K
Experimental
Python
Computer Vision
PyTorch
#image-generation#image-manipulation#generative-adversarial-networks

HumanSignal/labelImg

Image annotation tool for computer vision projects

24.8K
Archived
Python
Computer Vision
CLI Tools
#image-annotation#computer-vision#data-labeling

fastai/fastbook

Deep learning book with Jupyter Notebooks covering fastai and PyTorch

24.7K
Archived
Jupyter Notebook
Books & Guides
fastai
#deep-learning#fastai#jupyter-notebook

microsoft/JARVIS

JARVIS connects LLMs with ML community for task automation and research.

24.6K
Experimental
Python
Agents & Orchestration
AI Tool Connectors
PyTorch
#llm-agents#ml-orchestration#task-automation

PaddlePaddle/Paddle

PaddlePaddle is a deep learning framework for industrial-scale ML, offering distributed training, model deployment, and Python/C++ support.

23.7K
Active
C++
ML Ops
PaddlePaddle
#deep-learning#distributed-training#machine-learning

pyg-team/pytorch_geometric

Graph Neural Network library for PyTorch

23.5K
Active
Python
Computer Vision
PyTorch
#graph-neural-networks#deep-learning#pytorch

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

Tencent/ncnn

High-performance mobile-optimized neural network inference framework for deploying AI models on mobile devices

22.9K
Active
C++
Inference
Cross-Platform
#deep-learning#mobile-ai#ios

spmallick/learnopencv

Learn OpenCV with C++ and Python examples for computer vision and AI

22.8K
Active
Jupyter Notebook
Computer Vision
Example Projects
#opencv#computer-vision#ai

serengil/deepface

DeepFace is a lightweight Python library for face recognition and facial attribute analysis, including age, gender, emotion, and race detection.

22.3K
Active
Python
Computer Vision
Python
#face-recognition#facial-analysis#deep-learning

MLEveryday/100-Days-Of-ML-Code

机器学习100天学习计划,涵盖有监督和无监督学习算法

22.2K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#machine-learning#deep-learning#jupyter-notebook

harvard-edge/cs249r_book

ML Systems textbook and hands-on learning stack for building real-world AI systems

22.1K
Active
JavaScript
Books & Guides
ML Ops
#machine-learning-systems#ai-engineering#ml-ops

amusi/CVPR2026-Papers-with-Code

CVPR 2025 论文和开源项目合集

22.0K
Experimental
Computer Vision
#cvpr2025#papers-with-code#computer-vision

jina-ai/serve

Build and deploy AI services with cloud-native stack

21.8K
Experimental
Python
AI Model Serving
Containerization
Python
#cloud-native#ai-serving#docker

zergtant/pytorch-handbook

PyTorch Handbook is a comprehensive guide for learning and using PyTorch in deep learning, with tested tutorials and examples.

21.6K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#pytorch#deep-learning#machine-learning

recommenders-team/recommenders

Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.

21.5K
Active
Python
ML Ops
ETL & Pipelines
Python
#recommendation-systems#machine-learning#data-science

SYSTRAN/faster-whisper

Faster Whisper transcription with CTranslate2 for efficient speech-to-text

21.3K
Stable
Python
Inference
Local Inference Engines
CTranslate2
#speech-to-text#inference#quantization

huggingface/datasets

AI-powered dataset management and preprocessing library for ML projects

21.2K
Active
Python
ML Ops
ETL & Pipelines
HuggingFace
#datasets#ml-ops#data-preprocessing
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