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resemble  

Memory-Based Learning in Spectral Chemometrics
View on CRAN: Click here


Download and install resemble package within the R console
Install from CRAN:
install.packages("resemble")

Install from Github:
library("remotes")
install_github("cran/resemble")

Install by package version:
library("remotes")
install_version("resemble", "2.2.3")



Attach the package and use:
library("resemble")
Maintained by
Leonardo Ramirez-Lopez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-03-11
Latest Update: 2024-02-16
Description:
Functions for dissimilarity analysis and memory-based learning (MBL, a.k.a local modeling) in complex spectral data sets. Most of these functions are based on the methods presented in Ramirez-Lopez et al. (2013) .
How to cite:
Leonardo Ramirez-Lopez (2014). resemble: Memory-Based Learning in Spectral Chemometrics. R package version 2.2.3, https://cran.r-project.org/web/packages/resemble. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0 (2014-03-11 11:18), 1.1.1 (2014-03-19 19:24), 1.2.1 (2016-02-03 01:34), 1.2.2 (2016-03-04 00:11), 2.0.0 (2020-11-09 12:20), 2.1.2 (2022-01-17 23:32), 2.2.1 (2022-08-31 15:20), 2.2.2 (2023-04-20 23:30)
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Complete documentation for resemble
Functions, R codes and Examples using the resemble R package
Some associated functions: check_pc_arguments . cor_diss . diss_to_neighbors . dissimilarity . euclid_to_mahal . eval_multi_pc_diss . f_diss . fast_diss . fast_diss_vector . fit_and_predict . format_xr_xu_indices . gaussian_pr_cv . gaussian_process . gaussian_process_cv . get_col_largest_sd . get_col_sds . get_column_means . get_column_sds . get_column_sums . get_eval_categorical . get_eval_continuous . get_ith_local_neighbors . get_local_pls_weights . get_neighbor_info . get_predictions . get_sample_strata . get_samples_from_strata . get_wapls_weights . get_weights . ith_mbl_neighbor . ith_subsets_ortho_diss . local_fit . local_ortho_diss . mbl . mbl_control . moving_cor_diss . opls . opls_cv_cpp . opls_for_projection . opls_get_all . opls_get_basics . opls_gs . optim_sample_strata . ortho_diss . ortho_projection . overall_var . pca_nipals . pkg_info . plot.mbl . plot.ortho_projection . pls_cv . predict_gaussian_process . predict_opls . print.local_fit . print.local_ortho_diss . print.mbl . print.ortho_projection . project_opls . reconstruction_error . resemble-package . sample_stratified . search_neighbors . sid . sim_eval . sqrt_sm . sub-.local_ortho_diss . which_min . which_min_vector . 
Some associated R codes: AAA.R . RcppExports.R . cor_diss.R . dissimilarity.R . f_diss.R . get_predictions.R . local_fit.R . local_helpers.R . mbl.R . mbl_control.R . ortho_diss.R . ortho_diss_helpers.R . ortho_projection.R . ortho_projection_helpers.R . pkg_info.R . plot.mbl.R . plot.ortho_projection.R . print.local_fit.R . print.local_ortho_diss.R . print.mbl.R . print.ortho_projection.R . resemble.R . sample_stratified.R . search_neighbors.R . search_neighbors_helpers.R . sid.R . sim_eval.R .  Full resemble package functions and examples
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