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accelerationexplorer

Acceleration Explorer allows users experiment with the acceleration sensor. Smoothing filters and low-pass filters can be applied.

flexridge

A flexible python Ridge regression model with flexible monotonicity and unimodality constraints

glmnet_python

isoensemble

Isotonic Random Forest

monoboost

You are more than welcome to make use of this code for research purposes. If so, please cite: Bartley C., Liu W., Reynolds M., 2018, A Novel Framework for Partially Monotone Rule Ensembles. ICDE 2018 prepub Paris, France, April 16-20, 2018, IEEE Computer Society.

monoensemble

High Performance Monotone Boosting and Random Forest Classification

monorulerf

A RandomForestClassifier with monotone feature capability - a simple approach

partial_mt_instance

Cone based partially monotone instance based techniques, for binary classification and monotone relabelling. Based on Chapter 7 of my PhD thesis "High Accuracy Partially Monotone Ordinal Classification", UWA 2019.

pm

Constraint Generation for Partially Monotone Classifiers

pmrf

pmsvm

Partially Monotone SVM

rulefit

Python implementation of the rulefit algorithm, with monotone feature capability.