The Top 755 Neural Network Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

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 755 Neural Network Open Source Projects

Categories > Machine Learning > Neural Network

Tensorflow ⭐ 157,675

An Open Source Machine Learning Framework for Everyone

Pytorch ⭐ 49,687

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Handson Ml ⭐ 23,138

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 ⭐ 20,944

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

Awesome Deep Learning ⭐ 17,421

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

Cntk ⭐ 17,054

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

Paddle ⭐ 16,094

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）

Tfjs ⭐ 15,313

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

Netron ⭐ 15,267

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

Pytorch Handbook ⭐ 14,876

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

Ai Expert Roadmap ⭐ 13,418

Roadmap to becoming an Artificial Intelligence Expert in 2021

Gensim ⭐ 12,264

Topic Modelling for Humans

Ncnn ⭐ 12,214

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

Brain.js ⭐ 12,078

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

Awesome Pytorch List ⭐ 12,024

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

Machine Learning Tutorials ⭐ 11,427

machine learning and deep learning tutorials, articles and other resources

Python Machine Learning Book ⭐ 11,270

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

Onnx ⭐ 11,013

Open standard for machine learning interoperability

Deepcreampy ⭐ 10,831

Decensoring Hentai with Deep Neural Networks

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

Tflearn ⭐ 9,559

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

Mit Deep Learning Book Pdf ⭐ 9,458

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

Tutorials ⭐ 9,282

机器学习相关教程

Tensorflow Tutorials ⭐ 8,828

TensorFlow Tutorials with YouTube Videos

Effectivetensorflow ⭐ 8,671

TensorFlow tutorials and best practices.

Tfjs Core ⭐ 8,517

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

Php Ml ⭐ 7,900

PHP-ML - Machine Learning library for PHP

Tensorlayer ⭐ 6,665

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Awesome Artificial Intelligence ⭐ 6,264

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

Pytorch Tutorial ⭐ 6,131

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

Models ⭐ 6,054

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）

Tensorflow 2.x Tutorials ⭐ 5,960

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 ⭐ 5,936

Code for Tensorflow Machine Learning Cookbook

Paddle Lite ⭐ 5,632

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

Chainer ⭐ 5,592

A flexible framework of neural networks for deep learning

Seq2seq ⭐ 5,415

A general-purpose encoder-decoder framework for Tensorflow

Tiny Dnn ⭐ 5,405

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

Serving ⭐ 5,124

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

Ml5 Library ⭐ 4,954

Friendly machine learning for the web! 🤖

Have Fun With Machine Learning ⭐ 4,902

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

Gluon Cv ⭐ 4,831

Gluon CV Toolkit

Tensorflow World ⭐ 4,526

🌎 Simple and ready-to-use tutorials for TensorFlow

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

Deeplearning.ai Summary ⭐ 4,392

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.

Neurojs ⭐ 4,339

A JavaScript deep learning and reinforcement learning library.

Deep Learning V2 Pytorch ⭐ 4,242

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

Gorgonia ⭐ 4,121

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

Pipeline ⭐ 4,113

PipelineAI Kubeflow Distribution

Framework ⭐ 4,110

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

Tensorflow Tutorial ⭐ 4,057

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

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

Tf Pose Estimation ⭐ 3,856

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

Flashlight ⭐ 3,845

A C++ standalone library for machine learning

T81_558_deep_learning ⭐ 3,775

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

Bigdl ⭐ 3,750

BigDL: Distributed Deep Learning Framework for Apache Spark

Imagededup ⭐ 3,687

😎 Finding duplicate images made easy!

Ignite ⭐ 3,618

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

Matchzoo ⭐ 3,468

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

Machine_learning_basics ⭐ 3,453

Plain python implementations of basic machine learning algorithms

Tensorflow Project Template ⭐ 3,420

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 ⭐ 3,325

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

[CVPR2020] Adversarial Latent Autoencoders

Bertviz ⭐ 3,004

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

Olivia ⭐ 2,999

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

Deep Learning Model Convertor ⭐ 2,977

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

NeMo: a toolkit for conversational AI

Image Super Resolution ⭐ 2,935

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

Awesome Pytorch Chinese ⭐ 2,922

【干货】史上最全的PyTorch学习资源汇总

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

Easy Tensorflow ⭐ 2,864

Simple and comprehensive tutorials in TensorFlow

Lstm Human Activity Recognition ⭐ 2,863

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

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,843

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.

Iamdinosaur ⭐ 2,761

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

Deep Learning Book ⭐ 2,698

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

Deepnlp Models Pytorch ⭐ 2,617

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

Oneflow ⭐ 2,551

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

Deep Learning For Recommendation Systems ⭐ 2,428

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

Monodepth2 ⭐ 2,428

[ICCV 2019] Monocular depth estimation from a single image

Awesome Deeplearning Resources ⭐ 2,419

Deep Learning and deep reinforcement learning research papers and some codes

Gluon Api ⭐ 2,322

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

Imgclsmob ⭐ 2,241

Sandbox for training deep learning networks

Yolov3 Tf2 ⭐ 2,216

YoloV3 Implemented in Tensorflow 2.0

Ml Glossary ⭐ 2,214

Machine learning glossary

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

Awesome Deep Learning Music ⭐ 2,115

List of articles related to deep learning applied to music

Tensorflow Speech Recognition ⭐ 2,114

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

Tensorflow Tutorials ⭐ 2,077

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

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

An Engine-Agnostic Deep Learning Framework in Java

Computelibrary ⭐ 2,008

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

Machine Learning With Python ⭐ 1,993

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

Deblurgan ⭐ 1,958

Image Deblurring using Generative Adversarial Networks

Pytorch Nlp ⭐ 1,938

Basic Utilities for PyTorch Natural Language Processing (NLP)

Awesome Speech Recognition Speech Synthesis Papers ⭐ 1,931

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Sling ⭐ 1,883

SLING - A natural language frame semantics parser

Crnn.pytorch ⭐ 1,811

Convolutional recurrent network in pytorch

Tf_unet ⭐ 1,766

Generic U-Net Tensorflow implementation for image segmentation

Deeplearningfornlpinpytorch ⭐ 1,703

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

Machine Learning Flappy Bird ⭐ 1,636

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

1-100 of 755 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