rule-learning topic

List rule-learning repositories

imodels

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Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

RuleKit

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Comprehensive suite for rule-based learning

PRBoost

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The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.

TE2Rules

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Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.

Boomer

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A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules

RGRec

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Rule-Guided Graph Neural Networks for Recommender Systems, ISWC 2020