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Best Open Source deep learning Libraries

A curated list of the most popular GitHub repositories tagged with deep 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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#2AUTOMATIC1111/stable-diffusion-webui

Stable Diffusion web UI

160,723Python
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#3huggingface/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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#4pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

97,656Python
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#5opencv/opencv

Open Source Computer Vision Library

86,242C++
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#6rasbt/LLMs-from-scratch

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

85,633Jupyter Notebook
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#7d2l-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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#8Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

74,369
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#9dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

70,629MDX
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#10labmlai/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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#11keras-team/keras

Deep Learning for humans

63,864Python
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#12CorentinJ/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

59,361Python
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#13ultralytics/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

56,830Python
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#14deepfakes/faceswap

Deepfakes Software For All

54,975Python
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#15ultralytics/ultralytics

Ultralytics YOLO 🚀

53,470Python
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#16Avik-Jain/100-Days-Of-ML-Code

100 Days of ML Coding

49,681
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#17GokuMohandas/Made-With-ML

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

46,391Jupyter Notebook
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#18microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

45,408Jupyter Notebook
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#19coqui-ai/TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

44,580Python
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#20aymericdamien/TensorFlow-Examples

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

43,801Jupyter Notebook
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#21streamlit/streamlit

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

43,570Python
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#22gradio-app/gradio

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

41,779Python
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#23deepspeedai/DeepSpeed

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

41,643Python
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#24ray-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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#25hpcaitech/ColossalAI

Making large AI models cheaper, faster and more accessible

41,349Python
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#26floodsung/Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

39,472Python
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#27naptha/tesseract.js

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

37,866JavaScript
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#28microsoft/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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#29TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

37,377Python
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#30babysor/MockingBird

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

36,875Python
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#31roboflow/supervision

We write your reusable computer vision tools. 💜

36,508Python
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#32BVLC/caffe

Caffe: a fast open framework for deep learning.

34,839C++
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#33google-ai-edge/mediapipe

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

33,837C++
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#34CMU-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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#35explosion/spaCy

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

33,228Python
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#36huggingface/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

32,824Python
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#37openai/CLIP

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

32,617Jupyter Notebook
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#38mli/paper-reading

深度学习经典、新论文逐段精读

32,576
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#39lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

32,418JavaScript
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#40yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

32,190Python
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#41ashishpatel26/500-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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#42eriklindernoren/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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#43Lightning-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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#44AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30,751JavaScript
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#45tatsu-lab/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

30,266Python
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#46JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

28,981Python
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#47donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

28,880Python
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#48ZuzooVn/machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

28,717
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#49eugeneyan/applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

28,694
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#50academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

28,413
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