rule-learning topic
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rule-learning repositories
imodels
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Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
RuleKit
99
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7
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Comprehensive suite for rule-based learning
PRBoost
35
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0
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The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.
TE2Rules
40
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5
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Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
Boomer
19
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3
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A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
RGRec
16
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5
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Rule-Guided Graph Neural Networks for Recommender Systems, ISWC 2020