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The Top 2,982 Machine Learning Tensorflow Open Source Projects on Github

Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Tensorflow
Tensorflow ⭐ 159,979
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 52,891
Deep Learning for humans
Tensorflow Examples ⭐ 41,252
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Handson Ml ⭐ 23,392
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Data Science Ipython Notebooks ⭐ 21,061
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.
Deepspeech ⭐ 17,788
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.
Netron ⭐ 16,571
Visualizer for neural network, deep learning, and machine learning models
100 Days Of Ml Code ⭐ 16,532
100-Days-Of-ML-Code中文版
Virgilio ⭐ 13,164
Your new Mentor for Data Science E-Learning.
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.
Horovod ⭐ 11,761
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Onnx ⭐ 11,541
Open standard for machine learning interoperability
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Kubeflow ⭐ 10,815
Machine Learning Toolkit for Kubernetes
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Datasets ⭐ 10,148
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Bert As Service ⭐ 9,360
Mapping a variable-length sentence to a fixed-length vector using BERT model
Sonnet ⭐ 9,032
TensorFlow-based neural network library
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
Tutorials ⭐ 8,562
机器学习相关教程
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Autokeras ⭐ 8,180
AutoML library for deep learning
Python Small Examples ⭐ 6,427
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
Tensorpack ⭐ 6,065
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Tensorflow_cookbook ⭐ 5,953
Code for Tensorflow Machine Learning Cookbook
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Swift ⭐ 5,940
Swift for TensorFlow
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Best Of Ml Python ⭐ 5,820
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Open3d ⭐ 5,591
Open3D: A Modern Library for 3D Data Processing
Onnxruntime ⭐ 5,586
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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。
Deeppavlov ⭐ 5,432
An open source library for deep learning end-to-end dialog systems and chatbots.
Serving ⭐ 5,223
A flexible, high-performance serving system for machine learning models
Keras Rl ⭐ 5,037
Deep Reinforcement Learning for Keras.
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
Docs ⭐ 4,860
TensorFlow documentation
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Tensorflow World ⭐ 4,501
🌎 Simple and ready-to-use tutorials for TensorFlow
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Deeplearning ⭐ 4,439
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Lucid ⭐ 4,232
A collection of infrastructure and tools for research in neural network interpretability.
Tensorspace ⭐ 4,171
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
Pyprobml ⭐ 4,119
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
T81_558_deep_learning ⭐ 3,986
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
Tensorflowonspark ⭐ 3,725
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
Tensorflow Docs ⭐ 3,685
TensorFlow 最新官方文档中文版
Vespa ⭐ 3,682
The open big data serving engine. https://vespa.ai
Hub ⭐ 3,592
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Tengine ⭐ 3,588
Tengine is a lite, high performance, modular inference engine for embedded device
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！！】
Probability ⭐ 3,499
Probabilistic reasoning and statistical analysis in TensorFlow
Client ⭐ 3,420
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
Rust ⭐ 3,306
Rust language bindings for TensorFlow
Image Super Resolution ⭐ 3,099
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Datasets ⭐ 3,014
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Tensorflowsharp ⭐ 2,986
TensorFlow API for .NET languages
Byteps ⭐ 2,977
A high performance and generic framework for distributed DNN training
Hub ⭐ 2,966
A library for transfer learning by reusing parts of TensorFlow models.
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Bentoml ⭐ 2,912
Model Serving Made Easy
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878
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.
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
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
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Tensorflow Internals ⭐ 2,641
It is open source ebook about TensorFlow kernel and implementation mechanism.
Cloud Annotations ⭐ 2,603
🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Python Machine Learning Book 3rd Edition ⭐ 2,536
The "Python Machine Learning (3rd edition)" book code repository
Deepface ⭐ 2,528
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Coremltools ⭐ 2,394
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
Tacotron ⭐ 2,389
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
Thinc ⭐ 2,389
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Deepvariant ⭐ 2,354
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
Imgclsmob ⭐ 2,316
Sandbox for training deep learning networks
Luminoth ⭐ 2,315
Deep Learning toolkit for Computer Vision.
Yolov3 Tf2 ⭐ 2,278
YoloV3 Implemented in Tensorflow 2.0
Deepdetect ⭐ 2,274
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Mars ⭐ 2,247
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Djl ⭐ 2,171
An Engine-Agnostic Deep Learning Framework in Java
Pai ⭐ 2,169
Resource scheduling and cluster management for AI
Deep Learning For Recommendation Systems ⭐ 2,141
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
Pipcook ⭐ 2,136
Machine learning platform for Web developers
Tensorflow.net ⭐ 2,110
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
Tensorflow On Raspberry Pi ⭐ 2,077
TensorFlow for Raspberry Pi
Tensorflow Build Archived ⭐ 2,026
TensorFlow binaries supporting AVX, FMA, SSE
Foolbox ⭐ 2,009
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Texar ⭐ 2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
Tensorflow_template_application ⭐ 1,839
TensorFlow template application for deep learning
Ai Blocks ⭐ 1,797
A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!
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