Package: resemble 3.0.0

resemble: Similarity Retrieval and Local Learning for Spectral Chemometrics
Functions for dissimilarity analysis and machine learning in complex spectral data sets, including memory-based learning (MBL), optimal subset search and selection, and retrieval-based modelling with model libraries. Supports local learning, optimisation of spectral libraries, and ensemble prediction from precomputed models. Most of these functions are based on the methods presented in Ramirez-Lopez et al. (2013) <doi:10.1016/j.geoderma.2012.12.014>.
Authors:
resemble_3.0.0.tar.gz
resemble_3.0.0.tar.gz(r-4.7-arm64)resemble_3.0.0.tar.gz(r-4.7-x86_64)resemble_3.0.0.tar.gz(r-4.6-arm64)resemble_3.0.0.tar.gz(r-4.6-x86_64)
resemble_3.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
resemble/json (API)
NEWS
| # Install 'resemble' in R: |
| install.packages('resemble', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/l-ramirez-lopez/resemble/issues
Pkgdown/docs site:https://l-ramirez-lopez.github.io
Last updated from:980fca59ed. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 179 | ||
| linux-devel-x86_64 | OK | 163 | ||
| source / vignettes | OK | 405 | ||
| linux-release-arm64 | OK | 169 | ||
| linux-release-x86_64 | OK | 177 | ||
| wasm-release | OK | 134 |
Exports:diss_correlationdiss_cosinediss_euclideandiss_evaluatediss_mahalanobisdiss_pcadiss_plsdissimilarityfit_gprfit_plsfit_waplsgesearchgesearch_controlget_predictionsliblexliblex_controlmblmbl_controlmodelmodel_controlncomp_by_cumvarncomp_by_opcncomp_by_varncomp_fixedneighbors_dissneighbors_kortho_projectionsearch_neighborssidsim_eval
Dependencies:clicodetoolsforeachiteratorslifecyclemathjaxrRcppRcppArmadilloRhpcBLASctlrlang
1 Essential concepts and setup
Rendered fromintro.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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2 Dimensionality reduction of spectral data
Rendered fromdimensionality-reduction.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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3 Estimating dissimilarity between spectra
Rendered fromestimating-dissimilarity-between-spectra.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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4 Nearest-neighbor search
Rendered fromnearest-neighbor-search.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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5 Simple global models
Rendered fromsimple-global-models.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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6 Classical memory-based learning (local modelling)
Rendered fromclassical-mbl.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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7 Evolutionary subset search using gesearch
Rendered fromevolutionary-subset-search.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
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8 Building a library of models with liblex
Rendered frombuilding-a-library-of-models-with-liblex.qmdusingquarto::htmlon Jun 19 2026.Last update: 2026-04-20
Started: 2026-04-20
