API reference

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

Base classes

BaseClassifier(model, *[, bandwidth, fixed, ...])

Generic geographically weighted classification meta-estimator.

BaseRegressor(model, *[, bandwidth, fixed, ...])

Generic geographically weighted regression meta-estimator.

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.

BandwidthSearch(model, *, geometry[, fixed, ...])

Optimal bandwidth search for geographically weighted estimators.