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benedekrozemberczki/pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

#计算机科学#PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

翻译 - PyTorch Geometric的时间扩展库

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 2.75 k

1 个月前

benedekrozemberczki/CapsGNN

benedekrozemberczki / CapsGNN

#计算机科学#A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

翻译 - “胶囊图神经网络”的PyTorch实现（ICLR 2019）。

capsgnn capsule-network capsule-neural-networks convolution PyTorch research Tensorflow 机器学习深度学习 gnn deepwalk node2vec graph-attention-networks graph-attention-model scikit-learn struc2vec graph-convolution graph-neural-network

Python 1.25 k

2 年前

benedekrozemberczki / ClusterGCN

#计算机科学#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 795

2 年前

benedekrozemberczki / SimGNN

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

翻译 - PyTorch实现的“ SimGNN：一种用于快速图相似度计算的神经网络方法”（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 780

2 年前

benedekrozemberczki / datasets

#计算机科学#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

624

1 年前

benedekrozemberczki / GraphWaveletNeuralNetwork

#计算机科学#A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

gcn graph-convolution 机器学习深度学习 iclr scikit-learn PyTorch deepwalk node2vec graphsage convolutional-neural-networks research Tensorflow graph-neural-networks transformer gpt2 gpt3

Python 588

2 年前

benedekrozemberczki / MixHop-and-N-GCN

#计算机科学#An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

PyTorch pytorch-cnn 深度学习机器学习 deepwalk node2vec gcn graph-convolution convolutional-neural-networks convolutional-layers Tensorflow graph-representation-learning graph-attention-networks

Python 403

2 年前

benedekrozemberczki / GAM

#计算机科学#A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

graph-convolution gcn attention structural-attention deepwalk node2vec graph2vec graphsage 机器学习 transfer-learning reinforcement-learning deep-reinforcement-learning neural-networks PyTorch scikit-learn

Python 272

2 年前

benedekrozemberczki / SGCN

#计算机科学#A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

gcn graphsage graph-convolution graph-embedding deepwalk node2vec network-embedding 深度学习 graph-neural-networks 神经网络 PyTorch 机器学习 pytorch-geometric transformer gpt2 gpt3

Python 272

2 年前

bardiadoosti / HOPE

#计算机科学#Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"

graph-convolution 深度学习 PyTorch Python real-time 机器学习机器视觉 cvpr2020 graph pose-estimation

Python 271

4 年前

benedekrozemberczki / SEAL-CI

#计算机科学#A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

gcn graph-convolutional-networks active-learning 深度学习 PyTorch Tensorflow deepwalk node2vec graph-neural-network graph-representation-learning network-embedding graph-embedding graph-convolution 机器学习 gnn graph-neural-networks

Python 209

2 年前

dhavalpotdar / Graph-Convolution-on-Structured-Documents

#计算机科学#This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

机器视觉深度学习 graph-convolution geometric-deep-learning

Python 145

2 年前

aimat-lab / gcnn_keras

#计算机科学#Graph convolutions in Keras with TensorFlow, PyTorch or Jax.

graph-convolution graph-networks graph-algorithms graphs networks 机器学习 neural-networks

Jupyter Notebook 113

2 个月前

benedekrozemberczki / walklets

#计算机科学#A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

embedding deepwalk multiscale node-embedding graph-embedding 机器学习 dimensionality-reduction word2vec node2vec word-embedding gensim graph-neural-networks graph-convolution 深度学习

Python 105

2 年前

FangpingWan / NeoDTI

#计算机科学#NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions

computational-biology Bioinformatics graph-convolution 深度学习机器学习

Python 76

4 年前

benedekrozemberczki / TENE

#计算机科学#A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

深度学习 network-embedding 机器学习 node-embedding deepwalk node2vec graph-convolution graph-neural-network matrix-factorization feature-extraction pattern-recognition Tensorflow PyTorch graph-embedding

Python 74

2 年前

he-dhamo / simsg

#计算机科学#Semantic Image Manipulation using Scene Graphs (CVPR 2020)

image-manipulation gans generative-models PyTorch 深度学习 graph-convolution

Python 58

2 年前

diegovalsesia / GraphCNN-GAN

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

graph-convolution shapenet Generative Adversarial Network generative-model

Python 58

5 年前

benedekrozemberczki / FEATHER

#计算机科学#The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

node-embedding graph-embedding network-embedding 深度学习机器学习 data-mining networkx graph-convolution graph2vec deepwalk node2vec 深度神经网络神经网络 graph Tensorflow PyTorch representation-learning

Python 49

2 年前

pulkit1joshi / SimGNN

#计算机科学#Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.

gcn gnn ged graph-theory attention-mechanism 机器学习 Keras 深度学习 network-embedding graph-convolution graph-similarity Hacktoberfest synthetic-data 神经网络

Python 35

4 年前

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