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The Top 2,559 Machine Learning Tensorflow Open Source Projects

Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Tensorflow
Tensorflow ⭐ 164,994
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 11 hours ago
Transformers ⭐ 63,409
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 817total releases 81most recent commit 11 hours agopypi transformers} Downloads
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 14 hours agopypi Keras} Downloads
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 5 months ago
Handson Ml ⭐ 24,169
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 2 months ago
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 2 months ago
Photoprism ⭐ 20,591
AI-Powered Photos App for the Decentralized Web 🌈💎✨
dependent packages 3total releases 151most recent commit a day ago
Handson Ml2 ⭐ 20,535
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
most recent commit 12 days ago
Ray ⭐ 20,489
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
dependent packages 189total releases 71most recent commit 11 hours agopypi ray} Downloads
Deepspeech ⭐ 19,333
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.
dependent packages 9total releases 98most recent commit 2 months agonpm deepspeech} Downloads
Netron ⭐ 18,725
Visualizer for neural network, deep learning, and machine learning models
dependent packages 61total releases 462most recent commit a day agopypi netron} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
Tfjs ⭐ 16,231
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 324total releases 122most recent commit 12 hours agonpm @tensorflow/tfjs} Downloads
D2l En ⭐ 13,427
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit a day ago
Datasets ⭐ 13,384
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 184total releases 45most recent commit 11 hours agopypi datasets} Downloads
Virgilio ⭐ 13,282
Your new Mentor for Data Science E-Learning.
most recent commit 14 days ago
Onnx ⭐ 12,504
Open standard for machine learning interoperability
dependent packages 218total releases 25most recent commit a day agopypi onnx} Downloads
Horovod ⭐ 12,431
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day agopypi horovod} Downloads
Deep Learning With Tensorflow Book ⭐ 11,864
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.
most recent commit 9 months ago
Nni ⭐ 11,483
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit 11 hours agopypi nni} Downloads
Kubeflow ⭐ 11,482
Machine Learning Toolkit for Kubernetes
dependent packages 2total releases 112most recent commit 6 days ago
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit a year ago
Dopamine ⭐ 9,773
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dependent packages 6total releases 42most recent commit a month agopypi dopamine-rl} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit a year agopypi tflearn} Downloads
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 2 months agopypi dm-sonnet} Downloads
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
most recent commit 2 years ago
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 3 days agopypi autokeras} Downloads
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit a month ago
Python Small Examples ⭐ 6,908
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
total releases 7most recent commit 2 months ago
Onnxruntime ⭐ 6,737
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 24total releases 24most recent commit 11 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Open3d ⭐ 6,725
Open3D: A Modern Library for 3D Data Processing
most recent commit 18 hours ago
Tensorpack ⭐ 6,196
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
dependent packages 8total releases 37most recent commit 16 days agopypi tensorpack} Downloads
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 3 years ago
Tensorflow_cookbook ⭐ 6,007
Code for Tensorflow Machine Learning Cookbook
most recent commit 2 months ago
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
Swift ⭐ 5,940
Swift for TensorFlow
most recent commit a year ago
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
most recent commit 9 months ago
Deeppavlov ⭐ 5,696
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 45most recent commit 23 days agopypi deeppavlov} Downloads
Tensorflow 2.x Tutorials ⭐ 5,496
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
most recent commit 2 years ago
Serving ⭐ 5,463
A flexible, high-performance serving system for machine learning models
most recent commit 17 days ago
Cleverhans ⭐ 5,385
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 3total releases 6most recent commit 4 months agopypi cleverhans} Downloads
Docs ⭐ 5,256
TensorFlow documentation
most recent commit 11 hours ago
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 4 months agopypi keras-rl} Downloads
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Pyprobml ⭐ 4,749
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 11 hours ago
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 4 years agonpm keras-js} Downloads
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 3 years agopypi Edward} Downloads
T81_558_deep_learning ⭐ 4,497
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 4 days ago
Hub ⭐ 4,490
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 134most recent commit 15 hours agopypi hub} Downloads
Tensorspace ⭐ 4,487
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
dependent packages 1total releases 13most recent commit 6 months agonpm tensorspace} Downloads
Gorgonia ⭐ 4,483
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 15total releases 52most recent commit 21 days ago
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 2 years ago
Lucid ⭐ 4,232
A collection of infrastructure and tools for research in neural network interpretability.
total releases 17most recent commit a year ago
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
total releases 85most recent commit 2 years ago
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
most recent commit 2 years ago
Ai Learn ⭐ 3,947
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：Py 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
most recent commit 2 years ago
Vespa ⭐ 3,935
The open big data serving engine. https://vespa.ai
dependent packages 25total releases 532most recent commit 13 hours ago
Tengine ⭐ 3,929
Tengine is a lite, high performance, modular inference engine for embedded device
most recent commit 5 days ago
Client ⭐ 3,902
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 207total releases 222most recent commit 21 hours agopypi wandb} Downloads
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Deepface ⭐ 3,813
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
dependent packages 3total releases 74most recent commit 18 hours agopypi deepface} Downloads
Tensorflowonspark ⭐ 3,781
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32most recent commit a month ago
Probability ⭐ 3,687
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 185total releases 41most recent commit a day agopypi tensorflow-probability} Downloads
Tensorflow Docs ⭐ 3,685
TensorFlow 最新官方文档中文版
most recent commit 3 years ago
Rust ⭐ 3,640
Rust language bindings for TensorFlow
dependent packages 13total releases 25most recent commit 4 days agocargo tensorflow} Downloads
Hands On Ml Zh ⭐ 3,536
📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
most recent commit 9 months ago
Bentoml ⭐ 3,476
The Unified Model Serving Framework 🍱
dependent packages 10total releases 70most recent commit 7 days agopypi BentoML} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 9 months ago
Datasets ⭐ 3,255
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
dependent packages 111total releases 26most recent commit 11 hours agopypi tensorflow-datasets} Downloads
Tensorflow_macos ⭐ 3,182
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
most recent commit 7 months ago
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 2 months ago
Satellite Image Deep Learning ⭐ 3,112
Resources for deep learning with satellite & aerial imagery
most recent commit a day ago
Hub ⭐ 3,111
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 127total releases 15most recent commit a day agopypi tensorflow-hub} Downloads
Python Machine Learning Book 3rd Edition ⭐ 3,086
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 2 months ago
Polyaxon ⭐ 3,086
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 15 hours agopypi polyaxon} Downloads
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 2 months ago
Tensorflowsharp ⭐ 3,025
TensorFlow API for .NET languages
dependent packages 5total releases 31most recent commit 3 months agonuget TensorFlowSharp} Downloads
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit a year ago
Lstm Human Activity Recognition ⭐ 2,818
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
most recent commit a year ago
Spark Nlp ⭐ 2,727
State of the Art Natural Language Processing
dependent packages 2total releases 90most recent commit 2 days ago
Tensorflow Internals ⭐ 2,664
It is open source ebook about TensorFlow kernel and implementation mechanism.
most recent commit 6 months ago
Coremltools ⭐ 2,662
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
dependent packages 11total releases 36most recent commit 3 days agopypi coremltools} Downloads
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Tacotron ⭐ 2,640
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
most recent commit 4 months ago
Cloud Annotations ⭐ 2,613
🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
total releases 30most recent commit 3 months ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 2 years agopypi keras-vis} Downloads
Thinc ⭐ 2,523
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 47total releases 202most recent commit 13 hours agopypi thinc} Downloads
Djl ⭐ 2,513
An Engine-Agnostic Deep Learning Framework in Java
dependent packages 19total releases 17most recent commit a day ago
Ranking ⭐ 2,461
Learning to Rank in TensorFlow
dependent packages 10total releases 19most recent commit 23 days agopypi tensorflow-ranking} Downloads
Deepvariant ⭐ 2,457
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
most recent commit 2 months ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 6 days ago
Aim ⭐ 2,426
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
total releases 172most recent commit 11 hours ago
Mars ⭐ 2,413
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 114most recent commit 12 hours agopypi pymars} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 5 months agopypi pytorchcv} Downloads
1-100 of 2,559 projects
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