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72 changes: 71 additions & 1 deletion _pkgdown.yml
Original file line number Diff line number Diff line change
@@ -1,3 +1,15 @@
url: https://l-ramirez-lopez.github.io/resemble/
template:
bootstrap: 5
bootswatch: cosmo
bslib:
code-bg: "#f8f9fa"
home:
title: resemble - Local Learning for Spectral Chemometrics
navbar:
structure:
left: [intro, reference, articles]
right: [search, github]
articles:
- title: Getting Started
navbar: ~
Expand All @@ -19,4 +31,62 @@ articles:
navbar: ~
contents:
- ag-evolutionary-subset-search

reference:
- title: Package
contents:
- resemble-package
- title: Dissimilarity Computation
desc: Compute dissimilarity matrices using various methods
contents:
- dissimilarity
- diss_pca
- diss_pls
- diss_correlation
- diss_euclidean
- diss_mahalanobis
- diss_cosine
- diss_evaluate
- sid
- title: Neighbour Search
desc: Find nearest neighbours in reference sets
contents:
- search_neighbors
- neighbors_k
- neighbors_diss
- title: Memory-Based Learning
desc: Local modelling with per-query model fitting
contents:
- mbl
- mbl_control
- title: Library of Local Experts
desc: Pre-computed local models for retrieval-gated prediction
contents:
- liblex
- liblex_control
- title: Evolutionary Subset Selection
desc: Domain-adaptive sample selection from spectral libraries
contents:
- gesearch
- gesearch_control
- title: Global Modelling
desc: Global calibration models with cross-validation
contents:
- model
- model_control
- title: Projection Methods
desc: Dimensionality reduction via PCA and PLS
contents:
- ortho_projection
- title: Fitting Methods
desc: Constructors for local regression methods
contents:
- fit_pls
- fit_wapls
- fit_gpr
- title: Component Selection
desc: Methods for selecting the number of components
contents:
- ncomp_by_var
- ncomp_by_cumvar
- ncomp_by_opc
- ncomp_fixed
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