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The Top 4,598 Deep Learning Tensorflow Open Source Projects

Categories > Machine Learning > Deep 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
Real Time Voice Cloning ⭐ 36,411
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 5 months ago
Handson Ml ⭐ 24,933
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 2 months 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 11 hours agopypi netron} Downloads
Spleeter ⭐ 21,121
Deezer source separation library including pretrained models.
dependent packages 5total releases 36most recent commit a month agopypi spleeter} 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
Awesome Tensorflow ⭐ 16,809
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit a month ago
Ncnn ⭐ 16,352
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 19most recent commit 13 hours ago
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
Tensorflow Course ⭐ 16,245
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit 2 months 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 14 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
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
Facenet ⭐ 12,781
Face recognition using Tensorflow
most recent commit 3 months ago
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
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
Deeplearningexamples ⭐ 10,154
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
most recent commit 5 days ago
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
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
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 10 hours agopypi ivy-core} Downloads
Cvat ⭐ 8,765
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
total releases 2most recent commit 2 days ago
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
Onnxruntime ⭐ 8,209
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 30total releases 26most recent commit 10 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
most recent commit 2 years 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
Tensorlayer ⭐ 7,041
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit 7 months agopypi tensorlayer} Downloads
Pythonpark ⭐ 6,539
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度
most recent commit a month ago
Deepo ⭐ 6,312
Setup and customize deep learning environment in seconds.
most recent commit 8 days ago
Einops ⭐ 6,261
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 260total releases 7most recent commit 18 days agopypi einops} Downloads
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
Asrt_speechrecognition ⭐ 6,205
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
most recent commit 2 days 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
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
Xlnet ⭐ 5,709
XLNet: Generalized Autoregressive Pretraining for Language Understanding
total releases 6most recent commit a year ago
Introtodeeplearning ⭐ 5,678
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 11 days ago
Mmdnn ⭐ 5,623
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
total releases 10most recent commit 4 months ago
Docs ⭐ 5,594
TensorFlow documentation
most recent commit 6 days ago
Tensorflow_tutorials ⭐ 5,548
From the basics to slightly more interesting applications of Tensorflow
most recent commit a year 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
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 2 months agopypi keras-rl} Downloads
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
most recent commit 2 years ago
Practical_rl ⭐ 5,221
A course in reinforcement learning in the wild
most recent commit 5 days ago
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
Graph_nets ⭐ 5,188
Build Graph Nets in Tensorflow
total releases 7most recent commit 2 months ago
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
Hyperlpr ⭐ 4,902
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
total releases 2most recent commit 4 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
Sketch Code ⭐ 4,714
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
most recent commit 2 months ago
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
Textgenrnn ⭐ 4,426
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
dependent packages 1total releases 14most recent commit 2 years agopypi textgenrnn} Downloads
Bigdl ⭐ 4,142
Fast, distributed, secure AI for Big Data
dependent packages 10total releases 16most recent commit 21 hours ago
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit a year ago
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
most recent commit 3 years ago
Deep Learning In Production ⭐ 3,921
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 11 days ago
Deep Learning 21 Examples ⭐ 3,883
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
most recent commit 4 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
Tnn ⭐ 3,826
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
most recent commit 3 days ago
Tensorflowonspark ⭐ 3,781
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32most recent commit 10 months ago
Eat_pytorch_in_20_days ⭐ 3,737
Pytorch🍊🍉 is delicious, just eat it! 😋😋
most recent commit a month ago
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
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
Tensorflow Yolov3 ⭐ 3,596
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
most recent commit 2 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
Tensorflow Deep Learning ⭐ 3,514
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
most recent commit 5 days ago
Deep_reinforcement_learning_course ⭐ 3,494
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit 2 months ago
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
most recent commit 2 years 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
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
Zhihu ⭐ 3,228
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
most recent commit 2 years ago
Skflow ⭐ 3,211
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
most recent commit a year ago
Alpha Zero General ⭐ 3,074
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 25 days 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
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit a year ago
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