# Similarity Retrieval and Local Learning for Spectral Chemometrics

## Documentation for package ‘resemble’ version 3.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

resemble-package | Overview of the functions in the resemble package
dissimilarity | Compute dissimilarity matrices
diss_correlation | Correlation dissimilarity method constructor
diss_cosine | Cosine dissimilarity method constructor
diss_euclidean | Euclidean dissimilarity method constructor
diss_evaluate | Evaluate dissimilarity matrices
diss_mahalanobis | Mahalanobis dissimilarity method constructor
diss_pca | PCA dissimilarity method constructor
diss_pls | PLS dissimilarity method constructor
fit_gpr | Local fitting method constructors
fit_methods | Local fitting method constructors
fit_pls | Local fitting method constructors
fit_wapls | Local fitting method constructors
gesearch | Evolutionary sample search for context-specific calibrations
gesearch.default | Evolutionary sample search for context-specific calibrations
gesearch.formula | Evolutionary sample search for context-specific calibrations
gesearch_control | Control parameters for gesearch
get_predictions | Memory-based learning (mbl)
liblex | Build a precomputed library of localised experts using memory-based learning
liblex_control | Control parameters for liblex
mbl | Memory-based learning (mbl)
mbl_control | Control parameters for memory-based learning
model | Global spectral calibration model
model_control | Control parameters for global model fitting
ncomp_by_cumvar | Component selection methods
ncomp_by_opc | Component selection methods
ncomp_by_var | Component selection methods
ncomp_fixed | Component selection methods
ncomp_selection | Component selection methods
neighbors | Neighbor selection methods
neighbors_diss | Neighbor selection methods
neighbors_k | Neighbor selection methods
ortho_projection | Orthogonal projections
plot.gesearch | Evolutionary sample search for context-specific calibrations
plot.liblex | Build a precomputed library of localised experts using memory-based learning
plot.mbl | Memory-based learning (mbl)
plot.ortho_projection | Orthogonal projections
predict.gesearch | Evolutionary sample search for context-specific calibrations
predict.liblex | Build a precomputed library of localised experts using memory-based learning
predict.ortho_projection | Orthogonal projections
predict.resemble_model | Global spectral calibration model
resemble | Overview of the functions in the resemble package
search_neighbors | Search neighbors in a reference set
sid | A function for computing the spectral information divergence between spectra (sid)
sim_eval | Evaluate dissimilarity matrices