Graph Embedding Python Packages

pymde

Minimum-distortion embedding with PyTorch

13K 586 30

karateclub

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

12K 2K 256

torch-geometric-temporal

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

10K 3K 406

graphembed-rs

graph embedding, density friendly decomposition

2K 9 1

cogdl

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

2K 2K 308

snore-embedding

SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations

1K 11 2

zincbase

A state of the art knowledge base

716 168 15

gembed

Python package for graph embedding

690 0 1

littleballoffur

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

650 714 54

pyalink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

479 4K 788

pyalink-flink-1-9

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

450 4K 788

graph-stitcher

Graph algorithms to merge two graphs based on stitching.

323 12 3

pyalink-flink-1-10

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

291 4K 788

pyalink-flink-1-11

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

290 4K 788

graphsense

graphsense is a library to train and infer graph embedding based code suggestion models

258 8 1

weighted-metapath2vec

Weighted Metapath2Vec Graph Embedding

239 5 1

evalne

Open Source Network Embedding Evaluation toolkit

232 107 25

bluegraph

Python framework for graph analytics and co-occurrence analysis

227 34 6

pyalink-flink-1-12

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

224 4K 788

dgcnn

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

179 24 3

kgraph-ts

Graph Embedding for Interpretable Time Series Clustering

133 46 1

dortmund2array

Tool to convert datasets from "Benchmark Data Sets for Graph Kernels" (K. Kersting et al., 2016) into a format suitable for deep learning research.

109 2 0

mica

Mutual Information-based Non-linear Clustering Analysis

109 4 3

tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

95 100 9