Relational Learning Python Packages

relbench

RelBench: Relational Deep Learning Benchmark

13K 392 89

getml

Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

3K 244 20

relarena

Open and Reproducible Benchmarking for Relational Learning

2K 70 7

neuralogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

1K 313 25

ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

522 2K 257

rtgl

RTGL is a Python framework for task generation in Relational Deep Learning. It provides a Relational Task Generation Language to simplify task generation when working with complex static/temporal relational data.

305 8 0

relational-datasets

Python package for fetching and using srlearn-compatible relational datasets.

303 4 2

wlplan

Relational Features for Planning

293 16 5

ctu-relational

ReDeLEx is a Python framework for developing and evaluating RDL models on relational databases via RelBench and CTU datasets.

213 25 6

boostsrl

☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.

198 32 16

redelex

ReDeLEx is a Python framework for developing and evaluating RDL models on relational databases via RelBench and CTU datasets.

164 25 6

srlearn

☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.

149 32 16

grakn-kglib

TypeDB-ML is the Machine Learning integrations library for TypeDB

144 552 90

rfgb

🐍🚧 Experimental tool for SRL learning in Python. For something more stable, see: https://github.com/srlearn/srlearn

132 3 3

predql

73 8 0

typedb-ml

TypeDB-ML is the Machine Learning integrations library for TypeDB

55 552 90