Package: resemble 3.0.1

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_3.0.1.tar.gz
resemble_3.0.1.zip(r-4.7)resemble_3.0.1.zip(r-4.6)resemble_3.0.1.zip(r-4.5)
resemble_3.0.1.tgz(r-4.6-x86_64)resemble_3.0.1.tgz(r-4.6-arm64)resemble_3.0.1.tgz(r-4.5-x86_64)resemble_3.0.1.tgz(r-4.5-arm64)
resemble_3.0.1.tar.gz(r-4.7-arm64)resemble_3.0.1.tar.gz(r-4.7-x86_64)resemble_3.0.1.tar.gz(r-4.6-arm64)resemble_3.0.1.tar.gz(r-4.6-x86_64)
resemble_3.0.1.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://l-ramirez-lopez.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
cheminformaticschemometricsevolutionary-algorithmevolutionary-searchinfrared-spectroscopylazy-learninglocal-regressionmachine-learningmemory-based-learningnirpedometricssoil-spectroscopyspectral-dataspectral-libraryspectroscopyquartoopenblascppopenmp
Last updated from:d98c1c0c5a. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 173 | ||
| linux-devel-x86_64 | OK | 177 | ||
| source / vignettes | OK | 393 | ||
| linux-release-arm64 | OK | 179 | ||
| linux-release-x86_64 | OK | 171 | ||
| macos-release-arm64 | OK | 263 | ||
| macos-release-x86_64 | OK | 238 | ||
| macos-oldrel-arm64 | OK | 154 | ||
| macos-oldrel-x86_64 | OK | 357 | ||
| windows-devel | OK | 196 | ||
| windows-release | OK | 222 | ||
| windows-oldrel | OK | 249 | ||
| wasm-release | OK | 125 |
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
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2 Dimensionality reduction of spectral data
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3 Estimating dissimilarity between spectra
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4 Nearest-neighbor search
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5 Simple global models
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6 Classical memory-based learning (local modelling)
Rendered fromaf-classical-mbl.qmdusingquarto::htmlon May 21 2026.Last update: 2026-04-21
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7 Evolutionary subset search using gesearch
Rendered fromag-evolutionary-subset-search.qmdusingquarto::htmlon May 21 2026.Last update: 2026-04-21
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8 Building a library of models with liblex
Rendered fromah-building-a-library-of-models-with-liblex.qmdusingquarto::htmlon May 21 2026.Last update: 2026-04-21
Started: 2026-04-21
