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Mikoto10032 / DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

深度学习 cnn rnn Generative Adversarial Network 机器学习 Tensorflow mxnet PyTorch gcn kaggle

Jupyter Notebook

16326

3796

3 年前

km1994 / nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

bert relation-extraction entity-recognition attention gcn

C++

4006

651

2 年前

stellargraph / stellargraph

StellarGraph - Machine Learning on Graphs

graphs 机器学习 graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks graph-analysis gcn graph-data Python 深度学习数据科学

Python

3022

439

1 年前

alibaba / euler

A distributed graph deep learning framework.

graph graph-learning network-embedding 深度学习 graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding gcn

C++

2898

557

2 年前

benedekrozemberczki / pytorch_geometric_temporal

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

PyTorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks 深度学习 network-science temporal-data node-embedding network-embedding graph-embedding spatial-data spatial-analysis spatio-temporal-analysis gnn graph-convolution

Python

2857

399

15 天前

benedekrozemberczki / karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

community-detection graph-clustering deepwalk networkx louvain network-science 机器学习 unsupervised-learning gcn node2vec graph2vec supervised-learning scikit-learn graph-embedding network-embedding node-embedding

Python

2246

254

1 年前

Inori / GPCS4

A work-in-progress PlayStation 4 emulator.

ps4 模拟器 graphics vulkan gcn

C++

2016

139

2 年前

FighterLYL / GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gnn gcn graph-neural-network

Jupyter Notebook

1868

474

4 年前

SuperBruceJia / EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

深度学习 eeg-classification eeg-signals-processing Tensorflow eeg-data cnn rnn gcn residual-learning densenet resnet lstm gru attention-mechanism fully-convolutional-networks transformer transformers

Python

1069

235

1 个月前

wubinzzu / NeuRec

Next RecSys Library

recommender-systems neural-networks collaborative-filtering 深度学习 Tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network

Python

1056

219

2 年前

tsinghua-fib-lab / GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

1042

141

3 年前

yueliu1999 / Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

graph-neural-networks self-supervised-learning representation-learning surveys data-mining 深度学习 graph-convolutional-networks graph-embedding network-embedding gcn 机器学习 clustering

Python

937

149

3 个月前

Jiakui / awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

gcn 自然语言处理 graph-neural-networks cv graph-attention-networks

901

136

6 年前

shenweichen / GraphNeuralNetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

gcn graphsage gnn gat

Python

826

185

3 年前

benedekrozemberczki / ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec PyTorch graphsage graph2vec community-detection clustering graph-clustering 神经网络深度学习 louvain

Python

801

137

3 年前

benedekrozemberczki / SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network Tensorflow PyTorch 神经网络深度学习机器学习 attention-mechanism scikit-learn graph-embedding network-embedding gnn

Python

796

152

3 年前

guanfuchen / semseg

常用的语义分割架构结构综述以及代码复现华为媒体研究院图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

semantic-segmentation 深度学习 PyTorch fcn enet drn image-segmentation segmentation-models shufflenet gcn

Python

789

164

6 年前

yl-1993 / learn-to-cluster

Learning to Cluster Faces (CVPR 2019, CVPR 2020)

face-clustering face-recognition PyTorch gcn cvpr2019 cvpr2020

Python

719

141

4 年前

Bobo-y / flexible-yolov5

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

yolov5 resnet Backbone.js cbam PyTorch shufflenet hrnet tensorrt object-detection swin-transformer gcn yolov3 sparsity

Python

677

119

1 年前

benedekrozemberczki / datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

network-science network-analysis 数据科学机器学习 gcn graph-embedding network-embedding community-detection graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset

639

1 年前