H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Rulefit: implement measures of influence of individual predictors (both rule based, linear) and of input variable in general (influence over all predictors where the variable is present) #6551
local = can be calculated over selected subregions of space,
global = calculated over the whole space
Some work was already sketched in [https://github.com/h2oai/h2o-3/pull/5928|https://github.com/h2oai/h2o-3/pull/5928|smart-link]