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The Top 2,597 Network Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Categories > Networking > Network
Pytorch ⭐ 57,178
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 4 hours ago
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Ml From Scratch ⭐ 20,187
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit a year ago
Awesome Tensorflow ⭐ 16,633
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit a month ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 2 years ago
Deeplearning_ai_books ⭐ 14,417
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
most recent commit 4 months 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
Neural Networks And Deep Learning ⭐ 12,230
Code samples for my book "Neural Networks and Deep Learning"
most recent commit a year ago
Playground ⭐ 10,409
Play with neural networks!
most recent commit a month ago
Convnetjs ⭐ 10,123
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
most recent commit a year ago
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 4 months agopypi dm-sonnet} Downloads
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
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 5 months ago
Machine Learning Notes ⭐ 6,522
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
most recent commit 5 days ago
Deeplearningflappybird ⭐ 6,200
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
most recent commit 7 months ago
Adversarialnetspapers ⭐ 6,175
Awesome paper list with code about generative adversarial nets
most recent commit 8 months ago
Deepctr ⭐ 6,127
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
dependent packages 5total releases 45most recent commit a month agopypi deepctr} Downloads
Cnn Explainer ⭐ 6,036
Learning Convolutional Neural Networks with Interactive Visualization.
most recent commit a month ago
Awesome Rnn ⭐ 5,856
Recurrent Neural Network - A curated list of resources dedicated to RNN
most recent commit 5 months ago
Tensorflow_tutorials ⭐ 5,548
From the basics to slightly more interesting applications of Tensorflow
most recent commit 7 months ago
Deep Learning Coursera ⭐ 5,253
Deep Learning Specialization by Andrew Ng on Coursera.
most recent commit 3 years ago
Open_nsfw ⭐ 5,230
Not Suitable for Work (NSFW) classification using deep neural network Caffe models.
most recent commit 4 years ago
Srez ⭐ 5,119
Image super-resolution through deep learning
most recent commit 5 years ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
total releases 7most recent commit 2 years ago
T81_558_deep_learning ⭐ 4,628
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 9 days 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
Neurojs ⭐ 4,332
A JavaScript deep learning and reinforcement learning library.
most recent commit a year 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
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit a year ago
Digits ⭐ 4,047
Deep Learning GPU Training System
most recent commit 2 years ago
Deep Learning ⭐ 3,767
Repo for the Deep Learning Nanodegree Foundations program.
most recent commit 9 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
Unet ⭐ 3,641
unet for image segmentation
most recent commit 10 months 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
Paddlerec ⭐ 3,156
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等
total releases 4most recent commit 8 hours ago
Deep Learning Roadmap ⭐ 3,111
📡 Organized Resources for Deep Learning Researchers and Developers
most recent commit 2 years ago
Deep Learning Papers ⭐ 2,954
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
most recent commit 3 years ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 8 months ago
Deep Learning Papers Translation ⭐ 2,807
深度学习论文翻译，包括分类论文，检测论文等
most recent commit 2 years ago
Awesome Knowledge Distillation ⭐ 2,718
Awesome Knowledge Distillation
most recent commit 4 months ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Pytorch Cifar100 ⭐ 2,599
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
most recent commit 3 months ago
Learn_deep_learning_in_6_weeks ⭐ 2,576
This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube
most recent commit 4 years ago
Mxnet The Straight Dope ⭐ 2,507
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
most recent commit 2 years ago
Gluon Api ⭐ 2,321
A clear, concise, simple yet powerful and efficient API for deep learning.
most recent commit 3 years ago
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
most recent commit a year ago
Papers ⭐ 2,239
Summaries of machine learning papers
most recent commit 2 years ago
Awesome Deep Learning Music ⭐ 2,217
List of articles related to deep learning applied to music
most recent commit 6 months ago
Awesome Lane Detection ⭐ 2,215
A paper list of lane detection.
most recent commit 11 days ago
Awesome Deep Text Detection Recognition ⭐ 2,208
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
most recent commit a year ago
Spektral ⭐ 2,104
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit 14 days agopypi spektral} Downloads
Deepframeworks ⭐ 2,077
Evaluation of Deep Learning Frameworks
most recent commit 5 years ago
Dm Haiku ⭐ 2,021
JAX-based neural network library
dependent packages 42total releases 9most recent commit 2 days agopypi dm-haiku} Downloads
Deeprl Agents ⭐ 2,004
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
most recent commit 3 years ago
Deepctr Torch ⭐ 1,966
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
dependent packages 1total releases 25most recent commit 9 days agopypi deepctr-torch} Downloads
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit a month ago
Muzero General ⭐ 1,800
MuZero
most recent commit a month ago
Neural Network Papers ⭐ 1,793
most recent commit 2 years ago
Deeplearningimplementations ⭐ 1,772
Implementation of recent Deep Learning papers
most recent commit 2 years ago
Siamese Triplet ⭐ 1,767
Siamese and triplet networks with online pair/triplet mining in PyTorch
most recent commit 3 years ago
Bender ⭐ 1,736
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
total releases 5most recent commit 4 months ago
Deblurgan ⭐ 1,657
Image Deblurring using Generative Adversarial Networks
most recent commit 3 years ago
Awesome Knowledge Distillation ⭐ 1,637
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
most recent commit 5 months ago
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 4 months ago
Interactive_tools ⭐ 1,594
Interactive Tools for Machine Learning, Deep Learning and Math
most recent commit 4 months ago
Pytorch_geometric_temporal ⭐ 1,493
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 2total releases 44most recent commit 2 months agopypi torch-geometric-temporal} Downloads
Awesome Deep Learning Resources ⭐ 1,485
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
most recent commit 4 months ago
Cadl ⭐ 1,455
Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
most recent commit 3 years ago
Gdlnotes ⭐ 1,431
Google Deep Learning Notes（TensorFlow教程）
most recent commit 4 years ago
Transfer Learning Library ⭐ 1,424
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 3 months ago
Neural Networks On Silicon ⭐ 1,413
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
most recent commit a month ago
Ios_ml ⭐ 1,406
List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.
most recent commit 4 years ago
Grenade ⭐ 1,335
Deep Learning in Haskell
most recent commit 2 years ago
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit a year ago
Stat212b ⭐ 1,307
Topics Course on Deep Learning UC Berkeley
most recent commit 5 years ago
Awesome Tensorflow Chinese ⭐ 1,249
Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861
most recent commit a year ago
Deep Learning Coursera ⭐ 1,236
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
most recent commit 2 years ago
Neuralnetworks ⭐ 1,224
java deep learning algorithms and deep neural networks with gpu acceleration
most recent commit 5 years ago
Forge ⭐ 1,224
A neural network toolkit for Metal
most recent commit 4 years ago
Byol Pytorch ⭐ 1,223
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 24most recent commit 3 months agopypi byol-pytorch} Downloads
Physics Based Deep Learning ⭐ 1,203
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
most recent commit 20 days ago
Ganlab ⭐ 1,189
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
most recent commit 5 months ago
Deep Learning For Medical Applications ⭐ 1,174
Deep Learning Papers on Medical Image Analysis
most recent commit 3 years ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 2 years ago
Scikit Neuralnetwork ⭐ 1,166
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.
dependent packages 1total releases 8most recent commit 3 years agopypi scikit-neuralnetwork} Downloads
Practicalai Cn ⭐ 1,160
AI实战-practicalAI 中文版
most recent commit 3 years ago
Practical_dl ⭐ 1,127
DL course co-developed by YSDA, HSE and Skoltech
most recent commit 5 months ago
Capsgnn ⭐ 1,126
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 4 months ago
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
most recent commit 2 years ago
Ilearndeeplearning.py ⭐ 1,061
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
most recent commit 4 months ago
Deeplearningvideogames ⭐ 1,050
most recent commit 10 months ago
Paper With Code Of Wireless Communication Based On Dl ⭐ 1,044
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-commu
most recent commit 2 months ago
Deep Learning With Keras ⭐ 1,038
Code repository for Deep Learning with Keras published by Packt
most recent commit 23 days ago
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
most recent commit a year ago
Rethinking Network Pruning ⭐ 997
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
most recent commit 2 years ago
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