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The Top 3,685 Deep Learning Neural Network Open Source Projects

Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Neural Network
Tensorflow ⭐ 165,971
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 5 hours ago
Pytorch ⭐ 56,951
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 2 hours ago
Keras ⭐ 55,506
Deep Learning for humans
dependent packages 301total releases 65most recent commit a day agopypi keras} Downloads
Faceswap ⭐ 41,486
Deepfakes Software For All
most recent commit 2 days ago
Deepfacelab ⭐ 32,708
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Handson Ml ⭐ 24,529
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 3 days ago
Spacy ⭐ 23,647
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 823total releases 194most recent commit 2 days agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 3 months ago
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 8 months ago
Deepspeech ⭐ 19,333
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.
dependent packages 9total releases 98most recent commit 4 months agonpm deepspeech} Downloads
Netron ⭐ 19,145
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 469most recent commit 13 hours agopypi netron} Downloads
Awesome Deep Learning ⭐ 18,703
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 2 months ago
Paddle ⭐ 18,414
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）
total releases 68most recent commit 3 hours ago
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 6 months ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 10 months ago
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 5 months ago
Tfjs ⭐ 16,329
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 324total releases 123most recent commit 2 days agonpm @tensorflow/tfjs} Downloads
Pytorch Handbook ⭐ 16,243
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
most recent commit 3 months ago
Ncnn ⭐ 14,827
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 13most recent commit 6 hours ago
Openface ⭐ 14,283
Face recognition with deep neural networks.
most recent commit 5 months ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit a month ago
Ml Agents ⭐ 13,019
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
dependent packages 14total releases 44most recent commit 6 days agopypi mlagents} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Onnx ⭐ 12,766
Open standard for machine learning interoperability
dependent packages 235total releases 26most recent commit 2 days agopypi onnx} Downloads
Deeplearning4j ⭐ 12,505
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
dependent packages 109total releases 52most recent commit 3 days ago
Neural Networks And Deep Learning ⭐ 12,230
Code samples for my book "Neural Networks and Deep Learning"
most recent commit a year ago
Machine Learning Tutorials ⭐ 11,923
machine learning and deep learning tutorials, articles and other resources
most recent commit 3 months ago
Nni ⭐ 11,621
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit 2 days agopypi nni} Downloads
Playground ⭐ 10,409
Play with neural networks!
most recent commit 20 days ago
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
most recent commit 8 months ago
Convnetjs ⭐ 10,123
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
most recent commit a year ago
Annotated_deep_learning_paper_implementations ⭐ 9,630
🧑‍🏫 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, ... 🧠
dependent packages 1total releases 69most recent commit 4 days agopypi labml-nn} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit a year agopypi tflearn} Downloads
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 4 months agopypi dm-sonnet} Downloads
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
most recent commit a year ago
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 2 months ago
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit 5 months ago
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
most recent commit 2 years ago
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 5 months ago
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Ludwig ⭐ 8,396
Data-centric declarative deep learning framework
dependent packages 3total releases 25most recent commit 12 hours agopypi ludwig} Downloads
Onnxruntime ⭐ 7,047
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 27total releases 24most recent commit 11 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Tensorlayer ⭐ 6,978
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit 2 months agopypi tensorlayer} Downloads
Lab ⭐ 6,699
A customisable 3D platform for agent-based AI research
most recent commit 17 days ago
Kornia ⭐ 6,671
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 29most recent commit 11 days agopypi kornia} Downloads
Awesome Artificial Intelligence ⭐ 6,596
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
most recent commit 5 months ago
Models ⭐ 6,535
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）
most recent commit 11 days ago
Tensorpack ⭐ 6,196
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
dependent packages 8total releases 37most recent commit 2 months agopypi tensorpack} Downloads
Paddle Lite ⭐ 6,099
Multi-platform high performance deep learning inference engine (飞桨多端多平台高性能深度学习推理引擎）
most recent commit 2 days ago
Cnn Explainer ⭐ 6,036
Learning Convolutional Neural Networks with Interactive Visualization.
most recent commit a month ago
Swift Ai ⭐ 5,840
The Swift machine learning library.
most recent commit 5 years ago
Pytorch Deep Learning ⭐ 5,801
Deep Learning (with PyTorch)
most recent commit 2 months ago
Pyod ⭐ 5,776
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 29total releases 79most recent commit 2 days agopypi pyod} Downloads
Chainer ⭐ 5,667
A flexible framework of neural networks for deep learning
total releases 17most recent commit 4 months ago
Ml5 Library ⭐ 5,569
Friendly machine learning for the web! 🤖
dependent packages 1total releases 49most recent commit a month agonpm ml5} Downloads
Serving ⭐ 5,529
A flexible, high-performance serving system for machine learning models
most recent commit 5 hours ago
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。
most recent commit 2 years ago
Tiny Dnn ⭐ 5,489
header only, dependency-free deep learning framework in C++14
most recent commit 5 months ago
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
most recent commit 2 years ago
Gluon Cv ⭐ 5,194
Gluon CV Toolkit
dependent packages 44total releases 1,419most recent commit a month agopypi gluoncv} Downloads
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 6 months agopypi keras-rl} Downloads
Introtodeeplearning ⭐ 5,017
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 5 months ago
Keras Js ⭐ 4,879
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 11 days agonpm keras-js} Downloads
Augmentor ⭐ 4,721
Image augmentation library in Python for machine learning.
dependent packages 8total releases 22most recent commit a month agopypi Augmentor} Downloads
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
total releases 7most recent commit 2 years ago
Mace ⭐ 4,629
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
most recent commit 2 days ago
T81_558_deep_learning ⭐ 4,627
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 15 hours ago
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.
most recent commit a year ago
Deep Learning V2 Pytorch ⭐ 4,561
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod
most recent commit 3 months ago
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit 2 years ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 3 years agopypi Edward} Downloads
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.
most recent commit 8 months ago
Gorgonia ⭐ 4,483
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 15total releases 52most recent commit 2 months ago
Nemo ⭐ 4,366
NeMo: a toolkit for conversational AI
dependent packages 5total releases 56most recent commit 10 hours agopypi nemo-toolkit} Downloads
Neurojs ⭐ 4,332
A JavaScript deep learning and reinforcement learning library.
most recent commit a year ago
Flashlight ⭐ 4,291
A C++ standalone library for machine learning
most recent commit 3 days ago
Stanford Cs 230 Deep Learning ⭐ 4,248
VIP cheatsheets for Stanford's CS 230 Deep Learning
most recent commit 2 years ago
Deeplearning Papernotes ⭐ 4,206
Summaries and notes on Deep Learning research papers
most recent commit 4 years ago
Deep Learning Roadmap ⭐ 4,135
📡 All You Need to Know About Deep Learning - A kick-starter
most recent commit 2 years ago
Deep Reinforcement Learning ⭐ 4,059
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 4 months ago
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
most recent commit 2 years ago
Ignite ⭐ 3,979
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 52total releases 937most recent commit 11 days agopypi pytorch-ignite} Downloads
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
most recent commit 2 years ago
Dali ⭐ 3,910
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
most recent commit 2 hours ago
Neon ⭐ 3,862
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
most recent commit 2 years ago
Paddlex ⭐ 3,791
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 16 days agopypi paddlex} Downloads
Deep Learning ⭐ 3,767
Repo for the Deep Learning Nanodegree Foundations program.
most recent commit 8 months ago
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 9 months ago
Graph Based Deep Learning Literature ⭐ 3,739
links to conference publications in graph-based deep learning
most recent commit a day ago
Flux.jl ⭐ 3,726
Relax! Flux is the ML library that doesn't make you tensor
most recent commit 4 days ago
Probability ⭐ 3,719
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 207total releases 42most recent commit 4 days agopypi tensorflow-probability} Downloads
Oneflow ⭐ 3,446
OneFlow is a performance-centered and open-source deep learning framework.
most recent commit 3 hours ago
Matchzoo ⭐ 3,433
Facilitating the design, comparison and sharing of deep text matching models.
total releases 5most recent commit a year ago
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
most recent commit 2 years ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 5 months ago
Olivia ⭐ 3,140
💁‍♀️Your new best friend powered by an artificial neural network
total releases 15most recent commit 6 months ago
Deep Learning Roadmap ⭐ 3,111
📡 Organized Resources for Deep Learning Researchers and Developers
most recent commit 2 years ago
Kaolin ⭐ 3,094
A PyTorch Library for Accelerating 3D Deep Learning Research
most recent commit 12 days ago
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 4 months ago
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