Changes in version 1.2.0 (2025-02-19) Major changes - Two new kernels, 'Aitchison()' and 'cLinear()', for compositional data. - A new kernel, 'Chi2()', for computing the chi-squared kernel for bags-of-words. - New function, 'aggregate_imp()', that aggregates a table of features following a user-defined grouping criterion. Minor improvements and bug fixes - 'plotImp()' now throws an error when the user requests more features than the actual number of features present in x. Also, problems when displaying the correct xlim are fixed. - 'heatK()' allows the user to input a legend title. - 'KTA()' now only accepts binary variables for its parameter 'y'. Changes in version 1.1.0 (2024-10-25) - New vignettes explaining in depth kernel PCA and the kernel functions implemented in this package. - New example dataset ('soil') that contains bacterial counts. Changes in version 1.0.2 (2024-09-04) - Fixed errors that arose during CRAN Package Check when using alternative BLAS/LAPACK implementations. Changes in version 1.0.1 (2024-08-27) - Fixed some typos in the DESCRIPTION file and the 'Acc()' function. Changes in version 1.0.0 - Initial CRAN submission.