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Best Open Source ml Libraries

A curated list of the most popular GitHub repositories tagged with ml. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

193,874C++
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#2microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

83,829Jupyter Notebook
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#3Asabeneh/30-Days-Of-Python

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

58,405Python
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#4ultralytics/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

56,830Python
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#5lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

32,418JavaScript
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#6ageron/handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

25,876Jupyter Notebook
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#7mlflow/mlflow

The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

24,349Python
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#8lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

23,240
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#9onnx/onnx

Open standard for machine learning interoperability

20,363Python
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#10alibaba/MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/README.md). MNN TaoAvatar Android - Local 3D Avatar Intelligence: apps/Android/Mnn3dAvatar/README.md

14,242C++
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#11Unstructured-IO/unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

14,014HTML
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#12visenger/awesome-mlops

A curated list of references for MLOps

13,711
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#13Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

9,787Python
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#14pycaret/pycaret

An open-source, low-code machine learning library in Python

9,698Jupyter Notebook
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#15Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

9,394C++
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#16dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

9,326C#
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#17Stability-AI/StableStudio

Community interface for generative AI

9,057TypeScript
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#18activeloopai/deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

9,008C++
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#19likedan/Awesome-CoreML-Models

Largest list of models for Core ML (for iOS 11+)

6,949Python
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#20traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

6,848Python
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#21feast-dev/feast

The Open Source Feature Store for AI/ML

6,727Python
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#22postgresml/postgresml

Postgres with GPUs for ML/AI apps.

6,703Rust
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