Link Prediction Python Packages

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

stellargraph

StellarGraph - Machine Learning on Graphs

cogdl

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

deltakg

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

neuralkg

An Open Source Library for Diverse Representation Learning of Knowledge Graphs

grakn-kglib

TypeDB-ML is the Machine Learning integrations library for TypeDB

linkpred

Easy link prediction tool

evalne

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

gcn4lp

gcn for prediction of protein interactions，图卷积用于蛋白质相互作用。

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

bigraph

Python package for link prediction in bipartite graphs and networks

complex-network-link-prediction

A python library for link prediction in social networks

edgelist-mapper

📊Maps nodes and edges of a multi-relational graph to integer

stellargraph-mvisani

Python library for machine learning on graphs

ffscraper

Yet another set of scraping tools for FanFiction.Net

kgeditor

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

dicn

An implementation of the Direct-Indirect Common Neighbors algorithm

emgraph

A Python library for knowledge graph representation learning (graph embedding).

typedb-ml

A Machine Learning Library for TypeDB.