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

A Library for Dynamically Editing PLMs-Based Knowledge Graph Embeddings.

neuralkg

An Open Source Library for Diverse Representation Learning of Knowledge Graphs

bigraph

Bipartite-network link prediction in Python

complex-network-link-prediction

A python library for link prediction in social networks

linkpred

Easy link prediction tool

evalne

Open Source Network Embedding Evaluation toolkit

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

gcn4lp

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

grakn-kglib

TypeDB-ML is the Machine Learning integrations library for TypeDB

edgelist-mapper

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

stellargraph-mvisani

StellarGraph - Machine Learning on Graphs

emgraph

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

ffscraper

Yet another set of scraping tools for FanFiction.Net

dicn

An implementation of the Direct-Indirect Common Neighbors algorithm

kgeditor

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

typedb-ml

TypeDB-ML is the Machine Learning integrations library for TypeDB