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deep-learning x

2,547 search results found

Pytorch ⭐ 71,230

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Tensorflow Examples ⭐ 42,312

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

Awesome Deep Learning Papers ⭐ 21,874

The most cited deep learning papers

Awesome Tensorflow ⭐ 16,809

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Openface ⭐ 14,711

Face recognition with deep neural networks.

Papers with code. Sorted by stars. Updated weekly.

Deeplearning_ai_books ⭐ 14,417

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Neural Networks And Deep Learning ⭐ 14,073

Code samples for my book "Neural Networks and Deep Learning"

Playground ⭐ 11,048

Play with neural networks!

Convnetjs ⭐ 10,389

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Sonnet ⭐ 9,587

TensorFlow-based neural network library

The Incredible Pytorch ⭐ 9,479

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Machine Learning Notes ⭐ 7,461

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

Cnn Explainer ⭐ 6,875

Learning Convolutional Neural Networks with Interactive Visualization.

Deeplearningflappybird ⭐ 6,472

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

Adversarialnetspapers ⭐ 6,390

Awesome paper list with code about generative adversarial nets

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

T81_558_deep_learning ⭐ 5,551

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tensorflow_tutorials ⭐ 5,548

From the basics to slightly more interesting applications of Tensorflow

Deep Learning Coursera ⭐ 5,253

Deep Learning Specialization by Andrew Ng on Coursera.

Open_nsfw ⭐ 5,230

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

Graph_nets ⭐ 5,188

Build Graph Nets in Tensorflow

Image super-resolution through deep learning

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Neurojs ⭐ 4,332

A JavaScript deep learning and reinforcement learning library.

unet for image segmentation

Deeplearning Papernotes ⭐ 4,206

Summaries and notes on Deep Learning research papers

Ssd Tensorflow ⭐ 4,049

Single Shot MultiBox Detector in TensorFlow

Digits ⭐ 4,047

Deep Learning GPU Training System

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Paddlerec ⭐ 3,903

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

Deep Learning ⭐ 3,767

Repo for the Deep Learning Nanodegree Foundations program.

Nn Svg ⭐ 3,761

Publication-ready NN-architecture schematics.

Pytorch Cifar100 ⭐ 3,503

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)

Image Super Resolution ⭐ 3,376

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Deep Learning Roadmap ⭐ 3,139

📡 Organized Resources for Deep Learning Researchers and Developers

Deep Learning Papers ⭐ 2,954

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

Awesome Knowledge Distillation ⭐ 2,919

Awesome Knowledge Distillation

Deep Learning Keras Tensorflow ⭐ 2,863

Introduction to Deep Neural Networks with Keras and Tensorflow

Siamese Triplet ⭐ 2,853

Siamese and triplet networks with online pair/triplet mining in PyTorch

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

Transfer Learning Library ⭐ 2,690

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Awesome Lane Detection ⭐ 2,665

A paper list of lane detection.

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Awesome Deep Learning Music ⭐ 2,591

List of articles related to deep learning applied to music

Learn_deep_learning_in_6_weeks ⭐ 2,576

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

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/.

Deepctr Torch ⭐ 2,365

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

Gluon Api ⭐ 2,321

A clear, concise, simple yet powerful and efficient API for deep learning.

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Spektral ⭐ 2,259

Graph Neural Networks with Keras and Tensorflow 2.

Papers ⭐ 2,239

Summaries of machine learning papers

Awesome Deep Text Detection Recognition ⭐ 2,208

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

Muzero General ⭐ 2,203

Pytorch_geometric_temporal ⭐ 2,197

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Awesome Knowledge Distillation ⭐ 2,182

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Deepframeworks ⭐ 2,077

Evaluation of Deep Learning Frameworks

Coursera Deep Learning Specialization ⭐ 2,034

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Awesome Gan For Medical Imaging ⭐ 1,919

Awesome GAN for Medical Imaging

Surface Defect Detection ⭐ 1,820

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

Neural Network Papers ⭐ 1,793

Deeplearningimplementations ⭐ 1,772

Implementation of recent Deep Learning papers

Bender ⭐ 1,759

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Neural Networks On Silicon ⭐ 1,607

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.

Interactive_tools ⭐ 1,594

Interactive Tools for Machine Learning, Deep Learning and Math

Nlp Journey ⭐ 1,528

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.

Byol Pytorch ⭐ 1,509

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Gdlnotes ⭐ 1,491

Google Deep Learning Notes（TensorFlow教程）

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Physics Based Deep Learning ⭐ 1,454

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

Grenade ⭐ 1,412

Deep Learning in Haskell

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.

Practical_dl ⭐ 1,377

DL course co-developed by YSDA, HSE and Skoltech

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Stat212b ⭐ 1,307

Topics Course on Deep Learning UC Berkeley

Ganlab ⭐ 1,290

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Awesome Model Quantization ⭐ 1,250

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

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

Deep Learning Coursera ⭐ 1,236

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

Awesome Diarization ⭐ 1,228

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

Forge ⭐ 1,224

A neural network toolkit for Metal

Neuralnetworks ⭐ 1,224

java deep learning algorithms and deep neural networks with gpu acceleration

Awesome Self Supervised Gnn ⭐ 1,207

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Deep Learning For Medical Applications ⭐ 1,174

Deep Learning Papers on Medical Image Analysis

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Scikit Neuralnetwork ⭐ 1,166

Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.

Practicalai Cn ⭐ 1,160

AI实战-practicalAI 中文版

Ilearndeeplearning.py ⭐ 1,158

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.

Info8010 Deep Learning ⭐ 1,143

Lectures for INFO8010 - Deep Learning, ULiège

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,100

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Arbitrary Image Stylization Tfjs ⭐ 1,071

Arbitrary style transfer using TensorFlow.js

Awesome Jax ⭐ 1,059

JAX - A curated list of resources https://github.com/google/jax

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