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The Top 3,328 Deep Learning Neural Network Open Source Projects on Github

Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Neural Network
Tensorflow ⭐ 159,979
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 52,891
Deep Learning for humans
Pytorch ⭐ 51,515
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Faceswap ⭐ 38,294
Deepfakes Software For All
Deepfacelab ⭐ 29,350
DeepFaceLab is the leading software for creating deepfakes.
Handson Ml ⭐ 23,392
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 ⭐ 21,529
💫 Industrial-strength Natural Language Processing (NLP) in Python
Deepspeech ⭐ 17,788
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 ⭐ 17,706
A curated list of awesome Deep Learning tutorials, projects and communities.
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Darknet ⭐ 16,760
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Paddle ⭐ 16,724
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 ⭐ 16,571
Visualizer for neural network, deep learning, and machine learning models
Tfjs ⭐ 15,628
A WebGL accelerated JavaScript library for training and deploying ML models.
Pytorch Handbook ⭐ 15,441
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
Ncnn ⭐ 12,905
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Ml Agents ⭐ 11,829
Unity Machine Learning Agents Toolkit
Awesome Pytorch List ⭐ 11,778
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Machine Learning Tutorials ⭐ 11,558
machine learning and deep learning tutorials, articles and other resources
Onnx ⭐ 11,541
Open standard for machine learning interoperability
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Deepcreampy ⭐ 10,163
Decensoring Hentai with Deep Neural Networks
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
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.
Tensorlayer ⭐ 6,735
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Lab ⭐ 6,515
A customisable 3D platform for agent-based AI research
Awesome Artificial Intelligence ⭐ 6,339
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Models ⭐ 6,198
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 ⭐ 6,065
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Paddle Lite ⭐ 5,739
Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）
Onnxruntime ⭐ 5,586
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Chainer ⭐ 5,576
A flexible framework of neural networks for deep learning
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。
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
Annotated_deep_learning_paper_implementations ⭐ 5,290
🧑‍🏫 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, ... 🧠
Serving ⭐ 5,223
A flexible, high-performance serving system for machine learning models
Ml5 Library ⭐ 5,121
Friendly machine learning for the web! 🤖
Kornia ⭐ 5,109
Open Source Differentiable Computer Vision Library
Pyod ⭐ 4,914
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Introtodeeplearning ⭐ 4,860
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Gluon Cv ⭐ 4,849
Gluon CV Toolkit
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.
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
Mace ⭐ 4,486
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
Deeplearning.ai Summary ⭐ 4,475
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.
Deep Learning V2 Pytorch ⭐ 4,384
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 ⭐ 4,214
Gorgonia is a library that helps facilitate machine learning in Go.
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
T81_558_deep_learning ⭐ 3,986
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
Flashlight ⭐ 3,959
A C++ standalone library for machine learning
Neon ⭐ 3,852
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
Tf Pose Estimation ⭐ 3,824
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Bigdl ⭐ 3,783
BigDL: Distributed Deep Learning Framework for Apache Spark
Ignite ⭐ 3,727
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Dali ⭐ 3,528
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Probability ⭐ 3,499
Probabilistic reasoning and statistical analysis in TensorFlow
Nemo ⭐ 3,434
NeMo: a toolkit for conversational AI
Matchzoo ⭐ 3,433
Facilitating the design, comparison and sharing of deep text matching models.
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
Flux.jl ⭐ 3,261
Relax! Flux is the ML library that doesn't make you tensor
Graph Based Deep Learning Literature ⭐ 3,218
links to conference publications in graph-based deep learning
Paddlex ⭐ 3,159
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Image Super Resolution ⭐ 3,099
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Olivia ⭐ 3,043
💁‍♀️Your new best friend powered by an artificial neural network
Deep Learning Papers ⭐ 2,954
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
Deep Learning Model Convertor ⭐ 2,909
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878
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.
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
Lstm Human Activity Recognition ⭐ 2,818
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
Oneflow ⭐ 2,690
OneFlow is a performance-centered and open-source deep learning framework.
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
Monodepth2 ⭐ 2,479
[ICCV 2019] Monocular depth estimation from a single image
Dm_control ⭐ 2,460
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Awesome Deeplearning Resources ⭐ 2,442
Deep Learning and deep reinforcement learning research papers and some codes
Deepnlp Models Pytorch ⭐ 2,372
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Biggan Pytorch ⭐ 2,356
The author's officially unofficial PyTorch BigGAN implementation.
Gluon Api ⭐ 2,321
A clear, concise, simple yet powerful and efficient API for deep learning.
Imgclsmob ⭐ 2,316
Sandbox for training deep learning networks
Yolov3 Tf2 ⭐ 2,278
YoloV3 Implemented in Tensorflow 2.0
Ml Glossary ⭐ 2,257
Machine learning glossary
1-100 of 3,328 projects

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