Network Embedding Python Packages

karateclub

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

torch-geometric-temporal

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

graphpro

GraphPro is a versatile and pluggable OO python library designed for leveraging deep graph learning representations to gain insights into structural proteins and their conformations

sinr

The SINr approach to train interpretable word and graph embeddings

littleballoffur

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

womg-core

WoMG: Word of Mouth Generator

womg

WoMG: Word of Mouth Generator

evalne

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

sgl-dair

A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

online-node2vec

Node Embeddings in Dynamic Graphs

dyvider

Dynamic programming algorithms for exact linear clustering in networks.

graphzoo

Facilitating learning, using, and designing graph processing pipelines/models systematically.

euler-gl

A distributed graph deep learning framework.

euler2-gl

A distributed graph deep learning framework.