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Best Open Source machine learning Libraries

A curated list of the most popular GitHub repositories tagged with machine learning. 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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#2huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

156,780Python
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#3f/prompts.chat

a.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

146,195HTML
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#4pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

97,656Python
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#5rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

85,633Jupyter Notebook
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#6microsoft/ML-For-Beginners

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

83,829Jupyter Notebook
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#7netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams.

77,825C
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#8d2l-ai/d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

75,722Python
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#9mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

75,434
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#10Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

74,369
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#11tesseract-ocr/tesseract

Tesseract Open Source OCR Engine (main repository)

72,484C++
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#12binhnguyennus/awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

68,736
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#13labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

65,783Python
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#14scikit-learn/scikit-learn

scikit-learn: machine learning in Python

65,186Python
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#15keras-team/keras

Deep Learning for humans

63,864Python
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#16OpenBB-finance/OpenBB

Financial data platform for analysts, quants and AI agents.

60,623Python
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#17ultralytics/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

56,830Python
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#18pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

56,280Jupyter Notebook
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#19ageitgey/face_recognition

The world's simplest facial recognition api for Python and the command line

56,126Python
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#20deepfakes/faceswap

Deepfakes Software For All

54,975Python
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#21ultralytics/ultralytics

Ultralytics YOLO 🚀

53,470Python
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#22Avik-Jain/100-Days-Of-ML-Code

100 Days of ML Coding

49,681
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#23JuliaLang/julia

The Julia Programming Language

48,475Julia
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#24GokuMohandas/Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

46,391Jupyter Notebook
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#25microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

45,408Jupyter Notebook
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#26apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

44,349Python
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#27aymericdamien/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

43,801Jupyter Notebook
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#28streamlit/streamlit

Streamlit — A faster way to build and share data apps.

43,570Python
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#29gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

41,779Python
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#30deepspeedai/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

41,643Python
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#31ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

41,416Python
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#32photoprism/photoprism

AI-Powered Photos App for the Decentralized Web 🌈💎✨

39,355Go
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#33microsoft/qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

37,659Python
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#34LAION-AI/Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

37,449Python
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#35google-research/google-research

Google Research

37,291Jupyter Notebook
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#36paperless-ngx/paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

36,804Python
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#37roboflow/supervision

We write your reusable computer vision tools. 💜

36,508Python
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#38fengdu78/Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

36,307HTML
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#39BVLC/caffe

Caffe: a fast open framework for deep learning.

34,839C++
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#40TheAlgorithms/C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

33,867C++
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#41google-ai-edge/mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

33,837C++
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#42CMU-Perceptual-Computing-Lab/openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

33,794C++
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#43explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

33,228Python
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#44openai/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

32,617Jupyter Notebook
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#45lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

32,418JavaScript
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#46ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

31,785
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#47eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

30,861Python
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#48Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

30,855Python
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#49AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30,751JavaScript
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#50iperov/DeepFaceLive

Real-time face swap for PC streaming or video calls

30,538Python
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