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

littleballoffur

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

womg-core

WoMG: Word of Mouth Generator

sinr

The SINr approach to train interpretable word and graph embeddings

evalne

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

graphzoo

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

womg

WoMG: Word of Mouth Generator

online-node2vec

Node Embeddings in Dynamic Graphs

sgl-dair

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

dyvider

Dynamic programming algorithms for exact linear clustering in networks.

euler-gl

A toolset for network representation learning.

euler2-gl

A distributed graph deep learning framework.