geovalidate¶
Scikit-learn compatible tools for spatial model validation.
geovalidate provides spatial point samplers, spatially-aware cross-validators,
and prediction-quality metrics that slot directly into sklearn pipelines and
cross_val_score workflows.
Getting started
Examples
PoissonSamplerHilbertKFoldBallKFoldLeaveBallOutClusterStratifiedKFold: cluster-stratified spatial CVLeaveClusterOutCellStratifiedKFoldLeaveCellOutLocalBootstrapLocalPermutation- Automatic bandwidth selection with
correlogram_rangeandknn_range gearygram— spatial autocorrelation as a function of distance
API reference
References