Link Prediction Python Packages

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

cogdl

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

stellargraph

StellarGraph - Machine Learning on Graphs

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

linkpred

linkpred, a Python package for link prediction

relationalstats

Practical and statistical social network analysis tools for Python.

complex-network-link-prediction

A python library for link prediction in social networks

evalne

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

bigraph

Bipartite-network link prediction in Python

grakn-kglib

A Machine Learning Library for the Grakn knowledge graph.

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

edgelist-mapper

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

gcn4lp

gcn for prediction of protein interactions

stellargraph-mvisani

StellarGraph - Machine Learning on Graphs

emgraph

No description available

dicn

An implementation of the Direct-Indirect Common Neighbors algorithm

ffscraper

Yet another set of scraping tools for FanFiction.Net

typedb-ml

TypeDB-ML is the Machine Learning integrations library for TypeDB

kgeditor

A library that provides a tool to edit model easily.