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Best Open Source tensorflow Libraries

A curated list of the most popular GitHub repositories tagged with tensorflow. 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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#2keras-team/keras

Deep Learning for humans

63,864Python
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#3CorentinJ/Real-Time-Voice-Cloning

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

59,361Python
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#4aymericdamien/TensorFlow-Examples

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

43,801Jupyter Notebook
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#5ray-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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#6google-research/bert

TensorFlow code and pre-trained models for BERT

39,871Python
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#7photoprism/photoprism

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

39,355Go
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#8roboflow/supervision

We write your reusable computer vision tools. 💜

36,508Python
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#9xitu/gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

34,338
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#10lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

32,418JavaScript
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#11blakeblackshear/frigate

NVR with realtime local object detection for IP cameras

30,364TypeScript
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#12donnemartin/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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#13d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

28,194Python
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#14deezer/spleeter

Deezer source separation library including pretrained models.

28,047Python
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#15mozilla/DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

26,724C++
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#16ageron/handson-ml

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

25,876Jupyter Notebook
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#17matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

25,522Python
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#18lukasmasuch/best-of-ml-python

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

23,240
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#19Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

22,809C++
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#20MLEveryday/100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

22,190Jupyter Notebook
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#21huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

21,200Python
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#22onnx/onnx

Open standard for machine learning interoperability

20,363Python
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#23microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

19,361C++
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#24alyssaxuu/screenity

The free and privacy-friendly screen recorder with no limits 🎥

17,938JavaScript
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#25justadudewhohacks/face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

17,768TypeScript
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#26graykode/nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

14,855Jupyter Notebook
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#27NVIDIA/DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

14,732Jupyter Notebook
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#28horovod/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

14,673Python
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#29microsoft/nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

14,341Python
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#30virgili0/Virgilio

Your new Mentor for Data Science E-Learning.

14,314Jupyter Notebook
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#31davidsandberg/facenet

Face recognition using Tensorflow

14,303Python
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#32ivy-llc/ivy

Convert Machine Learning Code Between Frameworks

14,212Python
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#33isl-org/Open3D

Open3D: A Modern Library for 3D Data Processing

13,330C++
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#34dragen1860/Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

13,281Jupyter Notebook
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#35MorvanZhou/tutorials

机器学习相关教程

12,796Python
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#36DataTalksClub/machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

12,655Jupyter Notebook
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#37tangyudi/Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

12,642
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#38lyhue1991/eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

9,978Python
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#39google-deepmind/sonnet

TensorFlow-based neural network library

9,900Python
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#40tflearn/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

9,606Python
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#41arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

9,398Python
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#42keras-team/autokeras

AutoML library for deep learning

9,308Python
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#43Hvass-Labs/TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

9,276Jupyter Notebook
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#44replicate/cog

Containers for machine learning

9,246Go
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#45activeloopai/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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#46greyhatguy007/Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

7,000Jupyter Notebook
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#47deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

6,968Python
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#48datawhalechina/fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

6,727Python
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#49adap/flower

Flower: A Friendly Federated AI Framework

6,639Python
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