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The Top 5 Rule Learning Open Source Projects

Open source projects categorized as Rule Learning
Categories > Rule Learning
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Rulekit ⭐ 80
Comprehensive suite for rule-based learning
most recent commit 3 months ago
Te2rules ⭐ 25
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
total releases 16most recent commit 4 months ago
Boomer ⭐ 17
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
dependent packages 2total releases 6most recent commit 4 months agopypi mlrl-common} Downloads
Pyalcs ⭐ 9
Implementation of Anticipatory Learning Classifiers System (ALCS) in Python
most recent commit 2 years ago
The 2 Most Depended On Rule Learning Open Source Projects
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Boomer ⭐ 17
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
dependent packages 2total releases 6latest release April 11, 2022most recent commit 4 months agopypi mlrl-common} Downloads
The 3 Latest Releases In Rule Learning Open Source Projects
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Te2rules ⭐ 25
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
total releases 16latest release August 31, 2023most recent commit 4 months ago
Boomer ⭐ 17
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
dependent packages 2total releases 6latest release April 11, 2022most recent commit 4 months agopypi mlrl-common} Downloads
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