The Top 729 Neural Network Open Source Projects

Awesome Open Source

Awesome Open Source

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neural-network x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 729 Neural Network Open Source Projects

Categories > Machine Learning > Neural Network

Tensorflow ⭐ 155,002

An Open Source Machine Learning Framework for Everyone

Pytorch ⭐ 47,666

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Handson Ml ⭐ 22,686

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Spacy ⭐ 20,204

💫 Industrial-strength Natural Language Processing (NLP) in Python

Cntk ⭐ 16,988

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Awesome Deep Learning ⭐ 16,980

A curated list of awesome Deep Learning tutorials, projects and communities.

Tfjs ⭐ 14,955

A WebGL accelerated JavaScript library for training and deploying ML models.

Paddle ⭐ 14,882

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Pytorch Handbook ⭐ 14,272

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Netron ⭐ 14,119

Visualizer for neural network, deep learning, and machine learning models

Gensim ⭐ 11,964

Topic Modelling for Humans

Brain.js ⭐ 11,927

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

Awesome Pytorch List ⭐ 11,728

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Ncnn ⭐ 11,398

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Machine Learning Tutorials ⭐ 11,199

machine learning and deep learning tutorials, articles and other resources

Python Machine Learning Book ⭐ 11,165

The "Python Machine Learning (1st edition)" book code repository and info resource

Deepcreampy ⭐ 10,831

Decensoring Hentai with Deep Neural Networks

Onnx ⭐ 10,082

Open standard for machine learning interoperability

Ai Expert Roadmap ⭐ 10,073

Roadmap to becoming an Artificial Intelligence Expert in 2021

Tflearn ⭐ 9,534

Deep learning library featuring a higher-level API for TensorFlow.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Mit Deep Learning Book Pdf ⭐ 9,258

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Tutorials ⭐ 9,053

机器学习相关教程

Tensorflow Tutorials ⭐ 8,748

TensorFlow Tutorials with YouTube Videos

Effectivetensorflow ⭐ 8,671

TensorFlow tutorials and best practices.

Tfjs Core ⭐ 8,514

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

Php Ml ⭐ 7,900

PHP-ML - Machine Learning library for PHP

Tensorlayer ⭐ 6,560

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Awesome Artificial Intelligence ⭐ 6,121

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Pytorch Tutorial ⭐ 5,893

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow 2.x Tutorials ⭐ 5,889

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。

Tensorflow_cookbook ⭐ 5,886

Code for Tensorflow Machine Learning Cookbook

Models ⭐ 5,854

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

Chainer ⭐ 5,558

A flexible framework of neural networks for deep learning

Paddle Lite ⭐ 5,492

Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）

Seq2seq ⭐ 5,386

A general-purpose encoder-decoder framework for Tensorflow

Tiny Dnn ⭐ 5,345

header only, dependency-free deep learning framework in C++14

Serving ⭐ 4,988

A flexible, high-performance serving system for machine learning models

Have Fun With Machine Learning ⭐ 4,887

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

Ml5 Library ⭐ 4,749

Friendly machine learning for the web! 🤖

Gluon Cv ⭐ 4,681

Gluon CV Toolkit

Tensorflow World ⭐ 4,522

🌎 Simple and ready-to-use tutorials for TensorFlow

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

Neurojs ⭐ 4,330

A JavaScript deep learning and reinforcement learning library.

Deeplearning.ai Summary ⭐ 4,287

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

Pipeline ⭐ 4,107

PipelineAI Kubeflow Distribution

Framework ⭐ 4,080

Machine learning, computer vision, statistics and general scientific computing for .NET

Deep Learning V2 Pytorch ⭐ 4,049

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Tensorflow Tutorial ⭐ 3,995

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Gorgonia ⭐ 3,957

Gorgonia is a library that helps facilitate machine learning in Go.

Tf Pose Estimation ⭐ 3,856

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

Bigdl ⭐ 3,717

BigDL: Distributed Deep Learning Framework for Apache Spark

T81_558_deep_learning ⭐ 3,574

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

Ignite ⭐ 3,518

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Imagededup ⭐ 3,494

😎 Finding duplicate images made easy!

Matchzoo ⭐ 3,404

Facilitating the design, comparison and sharing of deep text matching models.

Machine_learning_basics ⭐ 3,396

Plain python implementations of basic machine learning algorithms

Tensorflow Project Template ⭐ 3,378

A best practice for tensorflow project template architecture.

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Pointnet ⭐ 3,164

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

[CVPR2020] Adversarial Latent Autoencoders

Deep Learning Model Convertor ⭐ 2,919

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Olivia ⭐ 2,889

💁‍♀️Your new best friend powered by an artificial neural network

Easy Tensorflow ⭐ 2,853

Simple and comprehensive tutorials in TensorFlow

Lstm Human Activity Recognition ⭐ 2,810

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

Awesome Pytorch Chinese ⭐ 2,787

【干货】史上最全的PyTorch学习资源汇总

Bertviz ⭐ 2,755

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

Iamdinosaur ⭐ 2,751

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,749

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.

Image Super Resolution ⭐ 2,695

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Deep Learning Book ⭐ 2,688

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

a delightful machine learning tool that allows you to train, test and use models without writing code

Flashlight ⭐ 2,608

A C++ standalone library for machine learning

Deepnlp Models Pytorch ⭐ 2,585

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

NeMo: a toolkit for conversational AI

Deep Learning For Recommendation Systems ⭐ 2,394

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

Awesome Deeplearning Resources ⭐ 2,385

Deep Learning and deep reinforcement learning research papers and some codes

Oneflow ⭐ 2,346

OneFlow is a performance-centered and open-source deep learning framework.

Gluon Api ⭐ 2,323

A clear, concise, simple yet powerful and efficient API for deep learning.

Monodepth2 ⭐ 2,209

[ICCV 2019] Monocular depth estimation from a single image

Ml Glossary ⭐ 2,138

Machine learning glossary

Yolov3 Tf2 ⭐ 2,128

YoloV3 Implemented in Tensorflow 2.0

Tensorflow Speech Recognition ⭐ 2,109

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

Imgclsmob ⭐ 2,108

Sandbox for training deep learning networks

Tensorflow Tutorials ⭐ 2,069

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Awesome Deep Learning Music ⭐ 2,069

List of articles related to deep learning applied to music

An End-To-End, Lightweight and Flexible Platform for Game Research

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Computelibrary ⭐ 1,938

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

Pytorch Nlp ⭐ 1,894

Basic Utilities for PyTorch Natural Language Processing (NLP)

Deblurgan ⭐ 1,893

Image Deblurring using Generative Adversarial Networks

Machine Learning With Python ⭐ 1,879

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Sling ⭐ 1,877

SLING - A natural language frame semantics parser

An Engine-Agnostic Deep Learning Framework in Java

Tf_unet ⭐ 1,743

Generic U-Net Tensorflow implementation for image segmentation

Crnn.pytorch ⭐ 1,727

Convolutional recurrent network in pytorch

Deeplearningfornlpinpytorch ⭐ 1,696

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Machine Learning Flappy Bird ⭐ 1,581

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Nnpack ⭐ 1,515

Acceleration package for neural networks on multi-core CPUs

1-100 of 729 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210