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The Top 8,431 Neural Network Open Source Projects on Github

Categories > Machine Learning > Neural Network
Tensorflow ⭐ 160,879
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 53,296
Deep Learning for humans
Pytorch ⭐ 52,363
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Faceswap ⭐ 39,682
Deepfakes Software For All
Deepfacelab ⭐ 29,947
DeepFaceLab is the leading software for creating deepfakes.
Handson Ml ⭐ 23,646
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
Spacy ⭐ 21,827
💫 Industrial-strength Natural Language Processing (NLP) in Python
Deepspeech ⭐ 18,492
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.
Awesome Deep Learning ⭐ 17,908
A curated list of awesome Deep Learning tutorials, projects and communities.
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Paddle ⭐ 17,034
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）
Netron ⭐ 16,961
Visualizer for neural network, deep learning, and machine learning models
Darknet ⭐ 16,760
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Tfjs ⭐ 15,756
A WebGL accelerated JavaScript library for training and deploying ML models.
Pytorch Handbook ⭐ 15,523
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
Anime4k ⭐ 13,910
A High-Quality Real Time Upscaler for Anime Video
Ncnn ⭐ 13,219
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Gensim ⭐ 12,616
Topic Modelling for Humans
Awesome Pytorch List ⭐ 12,419
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Brain.js ⭐ 12,326
🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
Ml Agents ⭐ 12,005
Unity Machine Learning Agents Toolkit
Onnx ⭐ 11,716
Open standard for machine learning interoperability
Machine Learning Tutorials ⭐ 11,643
machine learning and deep learning tutorials, articles and other resources
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
Nni ⭐ 10,610
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Numpy Ml ⭐ 10,559
Machine learning, in numpy
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
Ai Expert Roadmap ⭐ 10,037
Roadmap to becoming an Artificial Intelligence Expert in 2021
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Sonnet ⭐ 9,032
TensorFlow-based neural network library
Mit Deep Learning Book Pdf ⭐ 8,952
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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
Tfjs Core ⭐ 8,518
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Mlalgorithms ⭐ 8,474
Minimal and clean examples of machine learning algorithms implementations
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Keras Gan ⭐ 8,383
Keras implementations of Generative Adversarial Networks.
Ludwig ⭐ 7,989
Data-centric declarative deep learning framework
3d Machine Learning ⭐ 7,084
A resource repository for 3D machine learning
Tensorlayer ⭐ 6,760
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Lab ⭐ 6,561
A customisable 3D platform for agent-based AI research
Awesome Artificial Intelligence ⭐ 6,462
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Models ⭐ 6,268
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）
Tensorpack ⭐ 6,126
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Tensorflow_cookbook ⭐ 5,953
Code for Tensorflow Machine Learning Cookbook
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Onnxruntime ⭐ 5,796
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Paddle Lite ⭐ 5,789
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 ⭐ 5,576
A flexible framework of neural networks for deep learning
Annotated_deep_learning_paper_implementations ⭐ 5,514
🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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。
Kornia ⭐ 5,403
Open Source Differentiable Computer Vision Library
Tiny Dnn ⭐ 5,357
header only, dependency-free deep learning framework in C++14
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
Serving ⭐ 5,282
A flexible, high-performance serving system for machine learning models
Ml5 Library ⭐ 5,246
Friendly machine learning for the web! 🤖
Keras Rl ⭐ 5,037
Deep Reinforcement Learning for Keras.
Pyod ⭐ 4,989
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Gluon Cv ⭐ 4,960
Gluon CV Toolkit
Introtodeeplearning ⭐ 4,860
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Have Fun With Machine Learning ⭐ 4,854
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
Learn Data Science For Free ⭐ 4,583
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
Augmentor ⭐ 4,544
Image augmentation library in Python for machine learning.
Mace ⭐ 4,520
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
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
Deeplearning.ai Summary ⭐ 4,492
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.
Segmentation_models.pytorch ⭐ 4,449
Segmentation models with pretrained backbones. PyTorch.
Deep Learning V2 Pytorch ⭐ 4,397
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Neurojs ⭐ 4,332
A JavaScript deep learning and reinforcement learning library.
Gorgonia ⭐ 4,249
Gorgonia is a library that helps facilitate machine learning in Go.
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
T81_558_deep_learning ⭐ 4,100
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Framework ⭐ 4,017
Machine learning, computer vision, statistics and general scientific computing for .NET
Flashlight ⭐ 4,006
A C++ standalone library for machine learning
Deep Reinforcement Learning ⭐ 3,976
Repo for the Deep Reinforcement Learning Nanodegree program
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
Neon ⭐ 3,852
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
Imagededup ⭐ 3,810
😎 Finding duplicate images made easy!
Lasagne ⭐ 3,776
Lightweight library to build and train neural networks in Theano
Ignite ⭐ 3,773
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Dali ⭐ 3,595
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Nemo ⭐ 3,592
NeMo: a toolkit for conversational AI
Probability ⭐ 3,540
Probabilistic reasoning and statistical analysis in TensorFlow
Matchzoo ⭐ 3,433
Facilitating the design, comparison and sharing of deep text matching models.
Machine_learning_basics ⭐ 3,403
Plain python implementations of basic machine learning algorithms
Graph Based Deep Learning Literature ⭐ 3,391
links to conference publications in graph-based deep learning
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
Paddlex ⭐ 3,338
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Flux.jl ⭐ 3,315
Relax! Flux is the ML library that doesn't make you tensor
Image Super Resolution ⭐ 3,190
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Bertviz ⭐ 3,187
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Pointnet ⭐ 3,171
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Olivia ⭐ 3,083
💁‍♀️Your new best friend powered by an artificial neural network
1-100 of 8,431 projects

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