Projects in Awesome Lists tagged with rule-learning
A curated list of projects in awesome lists tagged with rule-learning .
https://github.com/csinva/imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
ai artificial-intelligence bayesian-rule-list data-science explainable-ai explainable-ml imodels interpretability machine-learning ml optimal-classification-tree python rule-learning rulefit rules scikit-learn statistics supervised-learning
Last synced: 13 May 2025
https://github.com/linkedin/te2rules
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
explainability explainable-ai interpretability interpretable-ai machine-learning random-forest rule-learning tree-ensembles xgboost
Last synced: 01 Mar 2026
https://github.com/groshanlal/nn2rules
Explain fully connected ReLU neural networks using rules
explainability explainable-ai fully-connected-deep-neural-network interpretability interpretable-ai machine-learning neural-networks relu-activation rule-learning
Last synced: 17 Aug 2025
https://github.com/mrapp-ke/mlrl-boomer
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules
gradient-boosting machine-learning multi-target-regression multilabel-classification multioutput-regressor rule-learning scikit-learn
Last synced: 10 May 2026
https://github.com/mrapp-ke/syndromelearner
A rule learning algorithm for the deduction of syndrome definitions from time series data.
machine-learning rule-learning time-series-analysis
Last synced: 13 Apr 2025