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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.
Nni
⭐
9,486
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
⭐
4,343
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.
Neon
⭐
3,852
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.
Dali
⭐
3,227
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
Alae
⭐
2,950
[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"
Igel
⭐
2,629
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
⭐
2,582
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
Elf
⭐
2,025
An End-To-End, Lightweight and Flexible Platform for Game Research
Map
⭐
2,007
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
Djl
⭐
1,856
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
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📦 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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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