API reference

The API reference provides an overview of all public functions in gwlearn.

Regression modelling

Linear models:

GWLinearRegression(bandwidth[, fixed, ...])

Geographically weighted linear regression

Classification modelling

Linear models:

GWLogisticRegression(bandwidth[, fixed, ...])

Geographically weighted logistic regression

Ensembles:

GWRandomForestClassifier(*, bandwidth[, ...])	Geographically weighted random forest classifier
GWGradientBoostingClassifier(bandwidth[, ...])	Geographically weighted gradient boosting classifier

Bandwidth search

BandwidthSearch(model[, fixed, kernel, ...])

Optimal bandwidth search for geographically-weighted models

Base classes

BaseClassifier(model, *, bandwidth[, fixed, ...])	Generic geographically weighted classification meta-class
BaseRegressor(model, *, bandwidth[, fixed, ...])	Generic geographically weighted regression meta-class