cerlymarco / linear-tree Star 388 Code Issues Pull requests A python library to build Model Trees with Linear Models at the leaves. machine-learning tree random-forest scikit-learn decision-trees linear-models boosting-tree model-trees Updated Jul 19, 2024 Jupyter Notebook
adc-trust-ai / trust-free Star 16 Code Issues Pull requests An interpretable regression model in Python with Random-Forest-level accuracy python education finance machine-learning tree research random-forest healthcare compliance decision-trees regression-models linear-models ai-safety interpretable-ml explainable-ai model-trees Updated Sep 18, 2026 Jupyter Notebook
schufa-innovationlab / model-trees Star 6 Code Issues Pull requests Implementation of model trees for regression and classification machine-learning regression classification model-trees Updated Jun 28, 2023 Python
schufa-innovationlab / pltreeshap Star 6 Code Issues Pull requests A SHAP implementation for piecewise linear trees machine-learning shapely model-trees Updated Jan 17, 2023 Cython
WernerVdM97 / Masters-Thesis Star 1 Code Issues Pull requests Conceptualisation, evaluation and statistical testing of an ensemble of model trees (MTF). machine-learning genetic-algorithm regression ensemble-learning decision-trees model-trees model-tree-ensemble Updated Apr 10, 2026 Python
ascillitoe / eq-PRTree Star 0 Code Issues Pull requests A dash app to train polynomial regression trees. python machine-learning plotly polynomials dash decision-trees model-trees Updated Jun 21, 2021 Python