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135 search results found

Fl_chart ⭐ 6,347

FL Chart is a highly customizable Flutter chart library that supports Line Chart, Bar Chart, Pie Chart, Scatter Chart, and Radar Chart.

Benchmark datasets, data loaders, and evaluators for graph machine learning

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Graph2vec ⭐ 791

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Stgcn_ijcai 18 ⭐ 723

[IJCAI'18] Spatio-Temporal Graph Convolutional Networks

Knowledge Graph Learning ⭐ 662

A curated list of awesome knowledge graph tutorials, projects and communities.

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Convolutional 2D Knowledge Graph Embeddings resources

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

Dgfraud ⭐ 432

A Deep Graph-based Toolbox for Fraud Detection

Pykg2vec ⭐ 294

Python library for knowledge graph embedding and representation learning.

Scene Graph Tf Release ⭐ 293

"Scene Graph Generation by Iterative Message Passing" code repository

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020

Ties 2.0 ⭐ 260

Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)

Graph Databases Use Cases ⭐ 258

Example use cases from the O'Reilly Graph Databases book

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Awesome Multimodal Knowledge Graph ⭐ 245

A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

Pytorch_dgcnn ⭐ 187

PyTorch implementation of DGCNN

Moleculargnn_smiles ⭐ 182

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

Genrexpose ⭐ 179

Automated music genre classification using machine learning

Seal_ogb ⭐ 178

An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.

Sketchgraphs ⭐ 177

A dataset of 15 million CAD sketches with geometric constraint graphs.

Articlepairmatching ⭐ 175

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

Graphdb Benchmarks ⭐ 172

Performance benchmark between popular graph databases.

Deep Graph Matching Consensus ⭐ 170

Implementation of "Deep Graph Matching Consensus" in PyTorch

Housegan ⭐ 169

House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

Graph Convnet Tsp ⭐ 157

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

Graphrec_pytorch ⭐ 137

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

Botnet Detection ⭐ 122

Topological botnet detection datasets and graph neural network applications

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Sat2graph ⭐ 112

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

Roadtracer ⭐ 107

A graph-based deep learning framework for life science

Clevr Graph ⭐ 103

CLEVR graph: A dataset for graph based reasoning

Graph Parser ⭐ 102

GraphParser is a semantic parser which can convert natural language sentences to logical forms and graphs.

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Labelpropagation ⭐ 101

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

Graph_star ⭐ 93

Graph Embedding ⭐ 91

Four network embedding algorithms(deepwalk, node2vec, TADW ,LINE) for two datasets(Cora, Tencent Weibo)

Re-Implement "Graph Convolutional Matrix Completion" (PyTorch and PyTorch Geometric)

Source codes and datasets for EMNLP 2019 paper "Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations"

Gcn Pytorch ⭐ 81

Graph Convolution Network for PyTorch

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Learning2dance_cag_2020 ⭐ 79

PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!

Graphnorm ⭐ 78

The official implementation of Graph Normalization

Implementation of the PersLay layer for persistence diagrams

ConMask model described in paper Open-world Knowledge Graph Completion.

A storage-agnostic graphing database framework.

Official Implementation of ICML 2019 Paper. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing; and UAI 2019 Paper: N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "

Graphzoom ⭐ 69

EgyptianGeeks group posts dump from Facebook graph API, pulling as much data as we can

Stgcn Pytorch ⭐ 67

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

Gene Graph Conv ⭐ 66

Towards Gene Expression Convolutions using Gene Interaction Graphs

Gnnscvuldetector ⭐ 65

Smart Contract Vulnerability Detection Using Graph Neural Networks (IJCAI-20 Accepted)

Stgcn Ijcai 18 ⭐ 62

Spatio-Temporal Graph Convolutional Networks

Dual Graph Convolution Networks

Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"

[WWW 2019] Code and dataset for "Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks"

Ngcf Pytorch ⭐ 57

PyTorch Implementation for Neural Graph Collaborative Filtering

Tensorflow Input Pipeline ⭐ 54

TensorFlow Input Pipeline Examples based on multi-thread and FIFOQueue

a pytorch implimentation of Dynamic Graph CNN(EdgeConv)

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

Opinosis Summarization ⭐ 49

This repo contains code and dataset for the Opinosis Summarization Framework

Handling Information Loss of Graph Neural Networks for Session-based Recommendation

Pytorch Implementation of Graph Convolutional Kernel Networks

Meta Gnn ⭐ 46

Tabletrainnet ⭐ 44

Table recognition inside douments using neural networks

Dat Core ⭐ 43

low level implementation of the dat data version graph

Synergy Dataset ⭐ 43

SYNERGY - Open machine learning dataset on study selection in systematic reviews

Complex Nne_aer ⭐ 42

Improving Knowledge Graph Embedding Using Simple Constraints (ACL-2108)

Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"

Graph Cnn ⭐ 39

Implementation of https://arxiv.org/abs/1703.00792.

Vqa_algorithmdatasets ⭐ 39

Osrm Express Server Demo ⭐ 38

A brief example to combine OSRM with Express (NodeJs)

Interactive_data_editor ⭐ 38

A Software to interactively edit data in a graphical manner

Roadtagger ⭐ 37

Nearestneighbordescent.jl ⭐ 37

Efficient approximate k-nearest neighbors graph construction and search in Julia

Moleculargnn_3dstructure ⭐ 36

Graph neural network (GNN) for molecular property prediction (3D structure)

Graphlinematching ⭐ 35

The code for Robust Line Segments Matching via Graph Convolution Networks

Clusternet ⭐ 35

Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"

Source code and dataset for KDD 2019 paper "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs"

Growing Neural Gas ⭐ 34

Online, efficient GNG R package in C++

Benchmark_dataset_for_graph_classification ⭐ 33

This repository contains a dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.

Tripod Php ⭐ 29

Object Graph Mapper for managing RDF data in Mongo

Gnuplot Elixir ⭐ 29

Elixir interface to Gnuplot graphing utility

Bargraph ⭐ 28

Clustered/Stacked Filled Bar Graph Generator

Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

Built-in Movie Graph Example

Attention_in_graph ⭐ 27

attention mechanism for graph classification, significant sub-graph mining, graph disstillation

Reveal Graph Embedding ⭐ 27

Implementation of community-based graph embedding for user classification.

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