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Search results for deep learning graph embedding

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35 search results found

Euler ⭐ 2,846

A distributed graph deep learning framework.

Pytorch_geometric_temporal ⭐ 2,386

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

Littleballoffur ⭐ 651

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Awesome Deep Graph Clustering ⭐ 626

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

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

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

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

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Seal Ci ⭐ 201

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

Paper List ⭐ 201

A reading paper list which is mainted daily

Representation Learning On Heterogeneous Graph ⭐ 178

Representation-Learning-on-Heterogeneous-Graph

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

Diff2vec ⭐ 116

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

Walklets ⭐ 96

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

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

Cogdl Tensorflow ⭐ 76

CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.

Graph Learning Reading List ⭐ 73

Advances on machine learning of graphs, covering the reading list of recent top academic conferences.

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

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

Malnet Graph ⭐ 27

A large-scale database for graph representation learning

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

Resolutions 2019 ⭐ 16

A list of data mining and machine learning papers that I implemented in 2019.

Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).

Graph_ml ⭐ 10

Course: Graph Machine Learning focuses on the application of machine learning algorithms on graph-structured data. Some of the key topics that are covered in the course include graph representation learning and graph neural networks, algorithms for the world wide web, reasoning over knowledge graphs, and social network analysis.

Hullcoverconditionedunitdiskgraph ⭐ 8

A generator for unit disk graphs conditioned on concave hull cover.

Awesome Graph Structure Learning ⭐ 8

A collection of research papers related to graph structure learning(GSL).

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

Chainer Formulanet ⭐ 6

Chainer implementation of FormulaNet

Dlnlp Papernotes ⭐ 6

Summaries and notes on Deep Learning research papers in natural language processing(NLP) domain.

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1-35 of 35 search results

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