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Top Tensorflow Github repositories

Based on Top Deep Learning

Here is a list of the top-200 Tensorflow Github repositories sorted by the number of stars. The query that has been used for the GitHub search API is "Tensorflow".

Date: 06/01/2020

Note: This listing will be updated regularly.

Id Name Description Language Stars Forks
1 tensorflow An Open Source Machine Learning Framework for Everyone C++ 145034 81470
2 models Models and examples built with TensorFlow Python 64139 41023
3 keras Deep Learning for humans Python 48459 18307
4 TensorFlow-Examples TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) Jupyter Notebook 37415 14099
5 transformers 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. Python 28069 6636
6 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: None 26383 4339
7 basics 📚 Learn ML with clean code, simplified math and illustrative visuals. As you learn, work on interesting projects an ... Jupyter Notebook 24312 4362
8 bert TensorFlow code and pre-trained models for BERT Python 23244 6494
9 funNLP 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业 ... Python 20881 6268
10 handson-ml A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python ... Jupyter Notebook 19920 10734
11 data-science-ipython-notebooks Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spa ... Python 18545 5739
12 Real-Time-Voice-Cloning Clone a voice in 5 seconds to generate arbitrary speech in real-time Python 17712 3345
13 Mask_RCNN Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow Python 16898 8113
14 awesome-tensorflow TensorFlow - A curated list of dedicated resources http://tensorflow.org None 15718 2883
15 100-Days-Of-ML-Code 100-Days-Of-ML-Code中文版 Jupyter Notebook 15481 4353
16 TensorFlow-Course Simple and ready-to-use tutorials for TensorFlow Python 14488 2926
17 reinforcement-learning Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to acco ... Jupyter Notebook 14442 4760
18 DeepSpeech A TensorFlow implementation of Baidu's DeepSpeech architecture C++ 14100 2638
19 Virgilio Your new Mentor for Data Science E-Learning. Jupyter Notebook 12594 2487
20 spleeter Deezer source separation library including pretrained models. Python 12125 1131
21 tensorflow-zh 谷歌全新开源人工智能系统TensorFlow官方文档中文版 TeX 11802 4278
22 facenet Face recognition using Tensorflow Python 10633 4298
23 face-api.js JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js TypeScript 10018 1946
24 netron Visualizer for neural network, deep learning and machine learning models JavaScript 9565 1163
25 stanford-tensorflow-tutorials This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. Python 9548 4322
26 stylegan StyleGAN - Official TensorFlow Implementation Python 9486 2100
27 DeepCreamPy Decensoring Hentai with Deep Neural Networks Python 9434 1036
28 tflearn Deep learning library featuring a higher-level API for TensorFlow. Python 9426 2413
29 horovod Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. Python 9337 1496
30 fast-style-transfer TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 Python 9104 2315
31 kubeflow Machine Learning Toolkit for Kubernetes Jsonnet 8952 1416
32 dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. Jupyter Notebook 8885 1191
33 EffectiveTensorflow TensorFlow tutorials and best practices. None 8623 963
34 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. Jupyter Notebook 8517 2535
35 onnx Open standard for machine learning interoperability PureBasic 8466 1432
36 sonnet TensorFlow-based neural network library Python 8347 1207
37 TensorFlow-Tutorials TensorFlow Tutorials with YouTube Videos Jupyter Notebook 8290 4034
38 tutorials 机器学习相关教程 Python 8090 4865
39 handson-ml2 A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python ... Jupyter Notebook 7902 3361
40 bert-as-service Mapping a variable-length sentence to a fixed-length vector using BERT model Python 7623 1552
41 mit-deep-learning Tutorials, assignments, and competitions for MIT Deep Learning related courses. Jupyter Notebook 7589 1735
42 autokeras An AutoML system based on Keras Python 7072 1170
43 faceai 一款入门级的人脸、视频、文字检测以及识别的项目. Python 6763 1692
44 ludwig Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need t ... Python 6722 793
45 DCGAN-tensorflow A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" JavaScript 6556 2589
46 nlp-tutorial Natural Language Processing Tutorial for Deep Learning Researchers Jupyter Notebook 6345 1752
47 nni An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural archite ... Python 6222 826
48 text_classification all kinds of text classification models and more with deep learning Python 6219 2307
49 tfjs-models Pretrained models for TensorFlow.js TypeScript 6199 1845
50 tensorlayer Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥 Python 6107 1384
51 generative-models Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow. Python 6058 1890
52 TensorFlow-Tutorials Simple tutorials using Google's TensorFlow Framework Jupyter Notebook 5869 1596
53 pytorch-lightning The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate Python 5847 652
54 keras-yolo3 A Keras implementation of YOLOv3 (Tensorflow backend) Python 5817 2877
55 python-machine-learning-book-2nd-edi ... The "Python Machine Learning (2nd edition)" book code repository and info resource Jupyter Notebook 5760 2481
56 tensorflow2_tutorials_chinese tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials Jupyter Notebook 5608 1487
57 tensorflow_cookbook Code for Tensorflow Machine Learning Cookbook Jupyter Notebook 5579 2379
58 deepo Set up deep learning environment in a single command line. Python 5576 697
59 darkflow Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def ... Python 5537 2017
60 tensorpack A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility Python 5512 1665
61 swift Swift for TensorFlow Jupyter Notebook 5499 515
62 tensorflow_tutorials From the basics to slightly more interesting applications of Tensorflow Jupyter Notebook 5472 1226
63 nmt TensorFlow Neural Machine Translation Tutorial Python 5446 1833
64 photoprism Personal Photo Management powered by Go and Google TensorFlow Go 5419 328
65 xlnet XLNet: Generalized Autoregressive Pretraining for Language Understanding Python 5286 1041
66 UGATIT Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Ins ... Python 5249 887
67 seq2seq A general-purpose encoder-decoder framework for Tensorflow Python 5225 1241
68 cnn-text-classification-tf Convolutional Neural Network for Text Classification in Tensorflow Python 5206 2659
69 Reinforcement-learning-with-tensorflow Simple Reinforcement learning tutorials Python 5200 3443
70 neural-style Neural style in TensorFlow! 🎨 Python 5164 1482
71 TensorFlow-2.x-Tutorials TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT exam ... Jupyter Notebook 5045 1715
72 TopDeepLearning A list of popular github projects related to deep learning Python 4866 1021
73 tensorflow-wavenet A TensorFlow implementation of DeepMind's WaveNet paper Python 4865 1218
74 keras-js Run Keras models in the browser, with GPU support using WebGL JavaScript 4731 513
75 Learning-to-See-in-the-Dark Learning to See in the Dark. CVPR 2018 Python 4716 704
76 MMdnn MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion ... Python 4715 884
77 pix2pix-tensorflow Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/ JavaScript 4668 1217
78 tensorboard TensorFlow's Visualization Toolkit Python 4666 1225
79 keras-rl Deep Reinforcement Learning for Keras. Python 4645 1217
80 gcn Implementation of Graph Convolutional Networks in TensorFlow Python 4611 1434
81 alluxio Alluxio, data orchestration for analytics and machine learning in the cloud Java 4611 2331
82 edward A probabilistic programming language in TensorFlow. Deep generative models, variational inference. Jupyter Notebook 4508 778
83 TensorFlow-World 🌎 Simple and ready-to-use tutorials for TensorFlow Python 4489 426
84 eat_tensorflow2_in_30_days Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 Python 4453 1084
85 serving A flexible, high-performance serving system for machine learning models C++ 4409 1765
86 TensorFlow-Book Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations. Jupyter Notebook 4395 1230
87 graph_nets Build Graph Nets in Tensorflow Python 4374 655
88 tfjs-examples Examples built with TensorFlow.js JavaScript 4362 1507
89 DeepPavlov An open source library for deep learning end-to-end dialog systems and chatbots. Python 4322 785
90 Real-Time-Person-Removal Removing people from complex backgrounds in real time using TensorFlow.js in the web browser JavaScript 4285 541
91 stylegan2 StyleGAN2 - Official TensorFlow Implementation Python 4260 830
92 sketch-code Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to dr ... Python 4212 557
93 tensorspace Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained de ... JavaScript 4194 372
94 tensorflow_practice tensorflow实战练习,包括强化学习、推荐系统、nlp等 Python 4160 2370
95 pipeline PipelineAI Kubeflow Distribution Jsonnet 3988 962
96 learning-to-learn Learning to Learn in TensorFlow Python 3971 601
97 Practical_RL A course in reinforcement learning in the wild Jupyter Notebook 3964 1186
98 DeepLearningZeroToAll TensorFlow Basic Tutorial Labs Jupyter Notebook 3904 2503
99 python-small-examples 告别枯燥,60 秒学会一个 Python 小例子 Python 3901 901
100 Deep-Learning-21-Examples 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码 Python 3896 1705
101 textgenrnn Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines ... Python 3841 593
102 SSD-Tensorflow Single Shot MultiBox Detector in TensorFlow Jupyter Notebook 3798 1860
103 nsfwjs NSFW detection on the client-side via TensorFlow.js JavaScript 3775 229
104 dl-docker An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caf ... Python 3753 820
105 Tensorflow-Tutorial Tensorflow tutorial from basic to hard Python 3745 1808
106 lucid A collection of infrastructure and tools for research in neural network interpretability. Jupyter Notebook 3714 516
107 CapsNet-Tensorflow A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules Python 3692 1190
108 tensorflow-docs TensorFlow 最新官方文档中文版 Jupyter Notebook 3689 474
109 cvat Powerful and efficient Computer Vision Annotation Tool (CVAT) Python 3608 908
110 tensorflow-generative-model-collections Collection of generative models in Tensorflow Python 3589 850
111 TensorFlowOnSpark TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters. Python 3493 910
112 docs TensorFlow documentation Jupyter Notebook 3408 3568
113 speech-to-text-wavenet Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensor ... Python 3388 735
114 tf-faster-rcnn Tensorflow Faster RCNN for Object Detection Python 3370 1601
115 HyperLPR 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework. C++ 3356 1430
116 hands-on-ml-zh 📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】 CSS 3333 1402
117 examples TensorFlow examples Jupyter Notebook 3292 3263
118 SmartCropper 🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪 ... Java 3285 586
119 tf-pose-estimation Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. Python 3266 1341
120 gocv Go package for computer vision using OpenCV 4 and beyond. Go 3242 482
121 skflow Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning Python 3213 471
122 Tensorflow-Project-Template A best practice for tensorflow project template architecture. Python 3197 743
123 deep-voice-conversion Deep neural networks for voice conversion (voice style transfer) in Tensorflow Python 3175 716
124 vespa Vespa is an engine for low-latency computation over large data sets. Java 3172 376
125 Chinese-BERT-wwm Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型) Python 3098 562
126 adanet Fast and flexible AutoML with learning guarantees. Jupyter Notebook 3090 464
127 tensorflow_poems 中文古诗自动作诗机器人,屌炸天,基于tensorflow1.10 api,正在积极维护升级中,快star,保持更新! Python 3081 860
128 transformer A TensorFlow Implementation of the Transformer: Attention Is All You Need Python 3048 1059
129 imagededup 😎 Finding duplicate images made easy! Python 3025 229
130 FastMaskRCNN Mask RCNN in TensorFlow Python 3017 1108
131 text-classification-cnn-rnn CNN-RNN中文文本分类,基于TensorFlow Python 3005 1254
132 trfl TensorFlow Reinforcement Learning Python 3004 358
133 DeepLearning 深度学习入门教程&&优秀文章&&Deep Learning Tutorial Jupyter Notebook 2994 1129
134 ASRT_SpeechRecognition A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统 Python 2970 986
135 probability Probabilistic reasoning and statistical analysis in TensorFlow Jupyter Notebook 2901 758
136 text-detection-ctpn text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network Python 2880 1253
137 TensorFlowSharp TensorFlow API for .NET languages C# 2878 550
138 tensorflow-tutorial Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment. Jupyter Notebook 2856 2181
139 Tensorflow-Cookbook Simple Tensorflow Cookbook for easy-to-use Python 2831 486
140 easy-tensorflow Simple and comprehensive tutorials in TensorFlow Python 2826 349
141 caffe-tensorflow Caffe models in TensorFlow Python 2793 1027
142 BERT-BiLSTM-CRF-NER Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services Python 2774 868
143 tensorflow-yolov3 🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset Python 2772 1141
144 tensorflow-windows-wheel Tensorflow prebuilt binary for Windows None 2765 1112
145 deep-learning-keras-tensorflow Introduction to Deep Neural Networks with Keras and Tensorflow Jupyter Notebook 2733 1238
146 DeepQA My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot Python 2695 1170
147 mindsdb Machine Learning in one line of code Python 2691 330
148 tensorforce Tensorforce: a TensorFlow library for applied reinforcement learning Python 2682 459
149 deep-learning-model-convertor The convertor/conversion of deep learning models for different deep learning frameworks/softwares. None 2670 444
150 pointnet PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation Python 2667 1013
151 Automatic_Speech_Recognition End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow Python 2664 540
152 deep-learning-book Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in ... Jupyter Notebook 2656 743
153 neural-style-tf TensorFlow (Python API) implementation of Neural Style Python 2621 711
154 keras-vis Neural network visualization toolkit for keras Python 2618 551
155 char-rnn-tensorflow Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow Python 2598 980
156 LSTM-Human-Activity-Recognition Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the t ... Jupyter Notebook 2591 783
157 albert_zh A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型 Python 2537 490
158 training 🐝 Custom Object Detection and Classification Training Go 2527 476
159 rust Rust language bindings for TensorFlow Rust 2490 210
160 NakedTensor Bare bone examples of machine learning in TensorFlow Python 2469 158
161 polyaxon Cloud native machine learning automation platform Python 2465 234
162 tensorflow-handbook 简单粗暴 TensorFlow 2 A Concise Handbook of TensorFlow 2 一本简明的 TensorFlow 2 入门指导教程 Jupyter Notebook
163 Tensorflow-101 TensorFlow Tutorials Jupyter Notebook 2458 774
164 nlp-architect A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Langua ... Python 2409 372
165 tensorflow-internals It is open source ebook about TensorFlow kernel and implementation mechanism. TeX 2401 507
166 EAST A tensorflow implementation of EAST text detector C++ 2386 920
167 dnc A TensorFlow implementation of the Differentiable Neural Computer. Python 2381 438
168 hub A library for transfer learning by reusing parts of TensorFlow models. Python 2375 1278
169 Artificial-Intelligence-Deep-Learnin ... A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding i ... Python 2351 1226
170 Deep_reinforcement_learning_Course Implementations from the free course Deep Reinforcement Learning with Tensorflow Jupyter Notebook 2324 939
171 TensorFlow-and-DeepLearning-Tutorial A TensorFlow & Deep Learning online course I taught in 2016 Python 2310 636
172 luminoth ⚠️ UNMAINTAINED. Deep Learning toolkit for Computer Vision. Python 2303 403
173 Dive-into-DL-TensorFlow2.0 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的同意 Jupyter Notebook 2297 487
174 segmentation_models Segmentation models with pretrained backbones. Keras and TensorFlow Keras. Python 2275 541
175 Faster-RCNN_TF Faster-RCNN in Tensorflow Python 2274 1150
176 srgan Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Python 2263 630
177 TensorFlow-Object-Detection-API-Tuto ... How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows Python 2251 1069
178 t81_558_deep_learning Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks Jupyter Notebook 2219 1198
179 byteps A high performance and generic framework for distributed DNN training Python 2201 307
180 graphics TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow Python 2185 228
181 introtodeeplearning Lab Materials for MIT 6.S191: Introduction to Deep Learning Jupyter Notebook 2182 1093
182 Deep-Learning-for-Recommendation-Sys ... This repository contains Deep Learning based articles , paper and repositories for Recommender Systems None 2164 631
183 tensorflow-without-a-phd A crash course in six episodes for software developers who want to become machine learning practitioners. Jupyter Notebook 2149 757
184 Semantic-Segmentation-Suite Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily! Python 2135 793
185 DQN-tensorflow Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning Python 2122 705
186 deepdetect Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost a ... C++ 2106 508
187 tensorflow-on-raspberry-pi TensorFlow for Raspberry Pi Python 2087 506
188 datasets TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... Python 2080 623
189 chinese_ocr CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras Python 2075 923
190 tensorflow-speech-recognition 🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks Python 2057 653
191 tacotron A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial) Python 2057 738
192 AlphaZero_Gomoku An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row) Python 2047 690
193 kcws Deep Learning Chinese Word Segment C++ 2045 676
194 tensorflow 图解tensorflow 源码 None 2042 597
195 CHINESE-OCR [python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别 Python 2041 763
196 subpixel subpixel: A subpixel convnet for super resolution with Tensorflow Jupyter Notebook 2034 294
197 tensorflow-build-archived TensorFlow binaries supporting AVX, FMA, SSE Shell 2021 250
198 DeepRL-Agents A set of Deep Reinforcement Learning Agents implemented in Tensorflow. Jupyter Notebook 2007 775
199 client 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API. Python 2001 116
200 lingvo Lingvo Python 2000 314

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