Locally-Weighted Partial Least Squares for 'tidymodels'

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Documentation for package ‘lwpls’ version 0.3.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

autoplot.lwpls_local	Plots of LW-PLS local models
localization	Localization parameter for LW-PLS
lwpls	Locally-weighted partial least squares
lwpls_fit	Fit a locally-weighted partial least squares model
lwpls_fit.data.frame	Fit a locally-weighted partial least squares model
lwpls_fit.default	Fit a locally-weighted partial least squares model
lwpls_fit.formula	Fit a locally-weighted partial least squares model
lwpls_fit.matrix	Fit a locally-weighted partial least squares model
lwpls_fit.recipe	Fit a locally-weighted partial least squares model
lwpls_local	Local models of LW-PLS predictions
lwpls_local.default	Local models of LW-PLS predictions
lwpls_local.lwpls_fit	Local models of LW-PLS predictions
lwpls_local.model_fit	Local models of LW-PLS predictions
lwpls_local.workflow	Local models of LW-PLS predictions
lwpls_plots	Plots of LW-PLS local models
multi_predict._lwpls_fit	Predictions for several numbers of components
plot_coefficients	Plots of LW-PLS local models
plot_reliability	Plots of LW-PLS local models
plot_robust_weights	Plots of LW-PLS local models
plot_selection	Plots of LW-PLS local models
predict.lwpls_fit	Predict from a locally-weighted PLS model
similarity	Similarity index for LW-PLS
sparsity	Sparsity of the LW-PLS local models
trimmed_rmse	Trimmed root mean squared error
trimmed_rmse.data.frame	Trimmed root mean squared error
trimmed_rmse_vec	Trimmed root mean squared error
update.lwpls	Update a locally-weighted PLS specification
values_similarity	Similarity index for LW-PLS