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The Top 4,302 Deep Learning Tensorflow Open Source Projects

Categories > Machine Learning > Deep 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
Real Time Voice Cloning ⭐ 34,451
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 25 days 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
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
Spleeter ⭐ 19,449
Deezer source separation library including pretrained models.
dependent packages 5total releases 34most recent commit 16 days agopypi spleeter} 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
Awesome Tensorflow ⭐ 16,579
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit 2 months 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
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit 9 months ago
Ncnn ⭐ 14,588
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 13most recent commit 15 hours ago
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
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
Facenet ⭐ 12,284
Face recognition using Tensorflow
most recent commit 3 months 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 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 12 hours agopypi nni} Downloads
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
most recent commit 7 months 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
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
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
Deeplearningexamples ⭐ 8,421
Deep Learning Examples
most recent commit 14 hours ago
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
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
Cvat ⭐ 7,379
Powerful and efficient Computer Vision Annotation Tool (CVAT)
most recent commit 3 days ago
Tensorlayer ⭐ 6,978
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit a month agopypi tensorlayer} Downloads
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
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months 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
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 9 months ago
Xlnet ⭐ 5,709
XLNet: Generalized Autoregressive Pretraining for Language Understanding
total releases 6most 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
Pythonpark ⭐ 5,688
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 day ago
Tensorflow_tutorials ⭐ 5,548
From the basics to slightly more interesting applications of Tensorflow
most recent commit 5 months 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
Serving ⭐ 5,463
A flexible, high-performance serving system for machine learning models
most recent commit 17 days ago
Mmdnn ⭐ 5,430
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 a year ago
Asrt_speechrecognition ⭐ 5,333
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 22 days ago
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
most recent commit 2 years ago
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
Introtodeeplearning ⭐ 5,017
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 4 months ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Practical_rl ⭐ 4,896
A course in reinforcement learning in the wild
most recent commit a month ago
Einops ⭐ 4,730
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 2 months agopypi einops} Downloads
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
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
total releases 7most recent commit a year ago
Sketch Code ⭐ 4,596
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
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Hyperlpr ⭐ 4,503
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 2 months 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
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 a year agopypi textgenrnn} Downloads
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit 9 months 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
Bigdl ⭐ 3,928
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 13 hours 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
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 3 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 19 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
Hyperlpr ⭐ 3,546
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
most recent commit 2 years 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 9 months ago
Tensorflow Yolov3 ⭐ 3,533
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
most recent commit 2 months ago
Tnn ⭐ 3,509
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 13 hours ago
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
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 4 months ago
Deep_reinforcement_learning_course ⭐ 3,342
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit a month ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 9 months ago
Deep Learning In Production ⭐ 3,267
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 7 days ago
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 a year ago
Skflow ⭐ 3,211
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
most recent commit 9 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
Polyaxon ⭐ 3,086
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 15 hours agopypi polyaxon} Downloads
Python Machine Learning Book 3rd Edition ⭐ 3,086
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 2 months ago
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 3 months ago
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
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 7 months ago
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit a year ago
Deepqa ⭐ 2,839
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
most recent commit 16 days ago
East ⭐ 2,831
A tensorflow implementation of EAST text detector
most recent commit 2 months 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
Nlp Architect ⭐ 2,806
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit 2 months ago
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