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datawhalechina/pumpkin-book

南瓜书：《机器学习》（西瓜书）公式详解

25.7K
Stable
Books & Guides
Fine-tuning
#machine-learning#book#pumpkin-book

modular/modular

Modular Platform for AI development with MAX and Mojo

25.7K
Active
Mojo
Inference
Containerization
Mojo
#ai#machine-learning#modular

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

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

apple/container

Tool for creating and running Linux containers on Mac using Apple silicon

25.0K
Active
Swift
Containerization
#containerization#linux-containers#macos

v8/v8

JavaScript engine for Chrome and Node.js

24.9K
Active
C++
Frontend Frameworks
Node.js
#javascript-engine#v8#chrome

mxgmn/WaveFunctionCollapse

Procedural bitmap/tilemap generation using quantum-inspired algorithm

24.7K
Stable
C#
Computer Vision
C#
#procedural-generation#wfc#algorithm

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

mlflow/mlflow

MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.

24.6K
Active
Python
ML Ops
Agent Coordination
LangChain
#mlflow#ai-models#experiment-tracking

deepset-ai/haystack

AI orchestration framework for building LLM applications with pipelines and agents

24.4K
Active
MDX
Agents & Orchestration
RAG Frameworks
Python
#ai-orchestration#llm-framework#rag-systems

trekhleb/homemade-machine-learning

Interactive machine learning algorithms in Python with Jupyter demos

24.3K
Stable
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#jupyter-notebook#python

ml-explore/mlx

MLX is a machine learning array framework for Apple silicon with Python, C++, and Swift APIs.

24.2K
Active
C++
Inference
LLM Frameworks
Apple Silicon
#ml-framework#apple-silicon#array-computing

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

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

sebastianruder/NLP-progress

Tracks progress in NLP tasks with datasets and benchmarks

23.0K
Archived
Python
Computer Vision
#nlp#benchmark#datasets

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

ashishps1/awesome-low-level-design

Learn Low Level Design for interviews with free resources

22.5K
Active
Java
Interview Prep
Awesome Lists
#lld#design-patterns#interview-questions

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

mlc-ai/mlc-llm

High-performance LLM deployment engine for cross-platform AI model execution

22.1K
Active
Python
Inference
MCP Frameworks
TVM
#llm-compilation#cross-platform-inference#mlc-engine

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
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