Vignettes and other documentation

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Vignettes from package 'bigPLSR'

bigPLSR::bigPLSR-auto-selection Automatic Algorithm Selection in bigPLSR HTML source R code
bigPLSR::bigPLSR-kpls-streaming Streaming Kernel PLS in bigPLSR: XX^T and Column-Chunked Variants HTML source R code
bigPLSR::bootstrap-strategies Bootstrap strategies for bigPLSR HTML source R code
bigPLSR::cross-validation-ic Cross-validation and Information Criteria in bigPLSR HTML source R code
bigPLSR::double-rkhs-pls Double RKHS PLS (rkhs_xy): Theory and Usage HTML source R code
bigPLSR::external-pls-benchmarks-long External PLS benchmarks for bigPLSR: detailed analysis HTML source R code
bigPLSR::external-pls-benchmarks-short Benchmarking bigPLSR against external PLS implementations HTML source R code
bigPLSR::kf-pls KF-PLS: Streaming PLS with Kalman-style updates HTML source R code
bigPLSR::klogitpls Kernel Logistic PLS HTML source R code
bigPLSR::kpls_review Kernel and Streaming PLS Methods in bigPLSR HTML source R code
bigPLSR::plotting-guide Visualising PLS Fits with bigPLSR HTML source R code
bigPLSR::pls1-benchmark Benchmarking PLS1 Implementations HTML source R code
bigPLSR::pls2-benchmark Benchmarking PLS2 Implementations HTML source R code
bigPLSR::rkhs-overview RKHS-based Algorithms in bigPLSR HTML source R code