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The Top 2,777 Machine Learning Tensorflow Open Source Projects

Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Tensorflow
Tensorflow ⭐ 170,912
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 12 hours ago
Transformers ⭐ 79,733
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 10 hours agopypi transformers} Downloads
Keras ⭐ 57,226
Deep Learning for humans
dependent packages 330total releases 68most recent commit a day agopypi keras} Downloads
Tensorflow Examples ⭐ 42,312
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 4 months ago
Handson Ml ⭐ 24,933
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 2 months ago
Photoprism ⭐ 24,371
AI-Powered Photos App for the Decentralized Web 🌈💎✨
dependent packages 4total releases 151most recent commit 2 days ago
Handson Ml2 ⭐ 24,014
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 2 days ago
Ray ⭐ 23,927
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 19 hours agopypi ray} Downloads
Data Science Ipython Notebooks ⭐ 23,924
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 4 months ago
Netron ⭐ 21,221
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 489most recent commit 10 hours agopypi netron} Downloads
Deepspeech ⭐ 20,513
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 11total releases 100most recent commit 3 months agopypi deepspeech} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 10 months ago
Tfjs ⭐ 16,985
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 508total releases 126most recent commit 2 days agonpm @tensorflow/tfjs} Downloads
D2l En ⭐ 16,330
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 2 days ago
Datasets ⭐ 15,152
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 13 hours agopypi datasets} Downloads
Onnx ⭐ 14,008
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 6 months ago
Horovod ⭐ 12,983
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 3 days agopypi horovod} Downloads
Best Of Ml Python ⭐ 12,586
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 days ago
Nni ⭐ 12,457
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 51most recent commit 20 hours agopypi nni} Downloads
Kubeflow ⭐ 12,224
Machine Learning Toolkit for Kubernetes
dependent packages 2total releases 112most recent commit a day ago
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 a year ago
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit 2 years ago
Dopamine ⭐ 9,941
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dependent packages 6total releases 44most recent commit 2 months agopypi dopamine-rl} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6most recent commit 2 years agopypi tflearn} Downloads
Sonnet ⭐ 9,469
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 2 months agopypi dm-sonnet} Downloads
Mit Deep Learning ⭐ 9,328
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit 3 months ago
Ivy ⭐ 8,791
The Unified Machine Learning Framework
dependent packages 6total releases 20most recent commit 9 hours agopypi ivy-core} Downloads
Autokeras ⭐ 8,730
AutoML library for deep learning
dependent packages 3total releases 57most recent commit 3 days agopypi autokeras} 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 2 years ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Onnxruntime ⭐ 8,209
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 30total releases 26most recent commit 9 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Open3d ⭐ 8,016
Open3D: A Modern Library for 3D Data Processing
most recent commit 21 hours ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 10 months ago
Python Small Examples ⭐ 7,135
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 5 months ago
Tensorpack ⭐ 6,241
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
dependent packages 8total releases 37most recent commit 2 months agopypi tensorpack} Downloads
Tensorflow_cookbook ⭐ 6,056
Code for Tensorflow Machine Learning Cookbook
most recent commit 2 months ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 4 years ago
Deeppavlov ⭐ 6,004
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 49most recent commit 2 days agopypi deeppavlov} Downloads
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 2 years 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 a year ago
Techniques ⭐ 5,856
Techniques for deep learning with satellite & aerial imagery
most recent commit 4 days ago
Serving ⭐ 5,754
A flexible, high-performance serving system for machine learning models
most recent commit 3 days ago
Cleverhans ⭐ 5,691
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 3total releases 6most recent commit 4 days agopypi cleverhans} Downloads
Docs ⭐ 5,594
TensorFlow documentation
most recent commit 6 days ago
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
Wandb ⭐ 5,403
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 232total releases 237most recent commit a day agopypi wandb} Downloads
Pyprobml ⭐ 5,374
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 16 days ago
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 2 months agopypi keras-rl} Downloads
Deeplake ⭐ 5,200
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
dependent packages 1total releases 149most recent commit a day agopypi hub} Downloads
Ai Learn ⭐ 5,131
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 7 months ago
T81_558_deep_learning ⭐ 5,093
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 17 days ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 3 years ago
Keras Js ⭐ 4,879
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 8 months agonpm keras-js} Downloads
Gorgonia ⭐ 4,712
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 18total releases 52most recent commit 3 months ago
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit 2 years ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 2total releases 28most recent commit 3 years agopypi Edward} Downloads
Bentoml ⭐ 4,498
Unified Model Serving Framework 🍱
dependent packages 10total releases 72most recent commit a day agopypi BentoML} 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 a year agonpm tensorspace} Downloads
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 3 years ago
Tengine ⭐ 4,233
Tengine is a lite, high performance, modular inference engine for embedded device
most recent commit 6 days ago
Lucid ⭐ 4,232
A collection of infrastructure and tools for research in neural network interpretability.
total releases 17most recent commit 2 years ago
Vespa ⭐ 4,204
The open big data serving engine. https://vespa.ai
dependent packages 25total releases 574most recent commit 9 hours ago
Pipeline ⭐ 4,140
PipelineAI Kubeflow Distribution
total releases 85most recent commit 3 months ago
Rust ⭐ 4,134
Rust language bindings for TensorFlow
dependent packages 13total releases 27most recent commit a month agocargo tensorflow} Downloads
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
most recent commit 3 years ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Probability ⭐ 3,853
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 213total releases 43most recent commit 2 days agopypi tensorflow-probability} Downloads
Tensorflowonspark ⭐ 3,781
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32most recent commit 10 months ago
Datasets ⭐ 3,724
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
dependent packages 115total releases 27most recent commit 2 days agopypi tensorflow-datasets} Downloads
Machine_learning_complete ⭐ 3,712
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 2 months ago
Tensorflow Docs ⭐ 3,685
TensorFlow 最新官方文档中文版
most recent commit 4 years ago
Cog ⭐ 3,652
Containers for machine learning
total releases 61most recent commit 2 days ago
Python Machine Learning Book 3rd Edition ⭐ 3,637
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 3 months ago
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 a year ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit a year ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit a year ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,307
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 a month ago
Hub ⭐ 3,263
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 141total releases 15most recent commit 5 days agopypi tensorflow-hub} Downloads
Byteps ⭐ 3,254
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 6 months ago
Polyaxon ⭐ 3,240
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 11total releases 334most recent commit a day agopypi polyaxon} Downloads
Tensorflow_macos ⭐ 3,182
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
most recent commit a year ago
Spark Nlp ⭐ 3,084
State of the Art Natural Language Processing
dependent packages 2total releases 90most recent commit 12 hours ago
Aim ⭐ 3,075
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
total releases 172most recent commit a day ago
Lstm Human Activity Recognition ⭐ 3,074
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 3 months ago
Coremltools ⭐ 3,072
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
dependent packages 16total releases 38most recent commit 2 days agopypi coremltools} Downloads
Tensorflowsharp ⭐ 3,025
TensorFlow API for .NET languages
dependent packages 5total releases 31most recent commit a year agonuget TensorFlowSharp} Downloads
Djl ⭐ 2,976
An Engine-Agnostic Deep Learning Framework in Java
dependent packages 19total releases 20most recent commit a day ago
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit 2 years ago
Ml Workspace ⭐ 2,816
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 3 months ago
Keras Tuner ⭐ 2,670
A Hyperparameter Tuning Library for Keras
dependent packages 44total releases 16most recent commit 3 days agopypi keras-tuner} Downloads
Tensorflow Internals ⭐ 2,664
It is open source ebook about TensorFlow kernel and implementation mechanism.
most recent commit a year ago
Thinc ⭐ 2,655
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 51total releases 210most recent commit 3 days agopypi thinc} 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 4 years ago
Zenml ⭐ 2,646
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
most recent commit 9 hours ago
Tacotron ⭐ 2,640
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
most recent commit a year ago
Tensorflow.net ⭐ 2,638
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
dependent packages 3total releases 14most recent commit a day agonuget TensorFlow.Keras} Downloads
Cloud Annotations ⭐ 2,627
🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
total releases 30most recent commit 7 months ago
1-100 of 2,777 projects
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