Title: Competence-Based Knowledge Space Theory
Description: Competence-based knowledge space theory (CbKST) is
an extension of knowledge space theory (KST) modeling the latent
skills and competencies underlying the observable response
behaviour as described by Heller & Stefanutti (2024)
<doi:10.1142/9789811280481_0001>. The package focuses on the mappings
between competence and performance level (skill (multi) map,
problem function etc.).
Author: Cord Hockemeyer [aut, cre]
Maintainer: Cord Hockemeyer <cord.hockemeyer@uni-graz.at>
Diff between CbKST versions 0.1-0 dated 2026-06-30 and 0.1-1 dated 2026-07-16
DESCRIPTION | 12 +++---- MD5 | 24 ++++++++------ NAMESPACE | 2 + R/cbkst_competencestructure.R | 2 - R/cbkst_perf2comp.R | 15 --------- R/cbkst_problemfunction.R |only build/vignette.rds |binary inst/doc/CbKST.R | 1 inst/doc/CbKST.Rmd | 10 +++--- inst/doc/CbKST.html | 61 +++++++++++++++++++++++++++++--------- man/cbkst_competencestructure.Rd | 3 + man/cbkst_performancestructure.Rd | 3 + man/cbkst_problemfunction.Rd |only vignettes/CbKST.Rmd | 10 +++--- 14 files changed, 87 insertions(+), 56 deletions(-)
Title: 'Rcpp' Integration for the 'mlpack' Library
Description: A fast, flexible machine learning library, written in C++, that
aims to provide fast, extensible implementations of cutting-edge
machine learning algorithms. See also Curtin et al. (2023)
<doi:10.21105/joss.05026>.
Author: Yashwant Singh Parihar [aut, ctb, cph],
Ryan Curtin [aut, ctb, cph, cre],
Dirk Eddelbuettel [aut, ctb, cph],
James Balamuta [aut, ctb, cph],
Bill March [ctb, cph],
Dongryeol Lee [ctb, cph],
Nishant Mehta [ctb, cph],
Parikshit Ram [ctb, cph],
James Cl [...truncated...]
Maintainer: Ryan Curtin <ryan@ratml.org>
Diff between mlpack versions 4.7.0 dated 2026-02-07 and 4.8.0 dated 2026-07-16
mlpack-4.7.0/mlpack/inst/include/mlpack/core/data/detect_file_type.hpp |only mlpack-4.7.0/mlpack/inst/include/mlpack/core/data/detect_file_type_impl.hpp |only mlpack-4.7.0/mlpack/inst/include/mlpack/core/data/save_dense.hpp |only mlpack-4.7.0/mlpack/inst/include/mlpack/core/data/save_sparse.hpp |only mlpack-4.7.0/mlpack/inst/include/mlpack/methods/ann/layer/not_adapted/transposed_convolution.hpp |only mlpack-4.7.0/mlpack/inst/include/mlpack/methods/ann/layer/not_adapted/transposed_convolution_impl.hpp |only mlpack-4.8.0/mlpack/DESCRIPTION | 20 mlpack-4.8.0/mlpack/MD5 | 441 ++++++---- mlpack-4.8.0/mlpack/NAMESPACE | 25 mlpack-4.8.0/mlpack/R/RcppExports.R | 72 + mlpack-4.8.0/mlpack/R/adaboost.R | 54 - mlpack-4.8.0/mlpack/R/adaboost_classify.R |only mlpack-4.8.0/mlpack/R/adaboost_probabilities.R |only mlpack-4.8.0/mlpack/R/adaboost_train.R |only mlpack-4.8.0/mlpack/R/approx_kfn.R | 84 - mlpack-4.8.0/mlpack/R/bayesian_linear_regression.R | 70 - mlpack-4.8.0/mlpack/R/bayesian_linear_regression_predict.R |only mlpack-4.8.0/mlpack/R/bayesian_linear_regression_train.R |only mlpack-4.8.0/mlpack/R/cf.R | 108 -- mlpack-4.8.0/mlpack/R/dbscan.R | 62 - mlpack-4.8.0/mlpack/R/decision_tree.R | 70 - mlpack-4.8.0/mlpack/R/decision_tree_classify.R |only mlpack-4.8.0/mlpack/R/decision_tree_probabilities.R |only mlpack-4.8.0/mlpack/R/decision_tree_train.R |only mlpack-4.8.0/mlpack/R/det.R | 42 mlpack-4.8.0/mlpack/R/emst.R | 36 mlpack-4.8.0/mlpack/R/fastmks.R | 80 - mlpack-4.8.0/mlpack/R/generics.R |only mlpack-4.8.0/mlpack/R/gmm_generate.R | 28 mlpack-4.8.0/mlpack/R/gmm_probability.R | 20 mlpack-4.8.0/mlpack/R/gmm_train.R | 99 -- mlpack-4.8.0/mlpack/R/hmm_generate.R | 36 mlpack-4.8.0/mlpack/R/hmm_loglik.R | 19 mlpack-4.8.0/mlpack/R/hmm_train.R | 55 - mlpack-4.8.0/mlpack/R/hmm_viterbi.R | 20 mlpack-4.8.0/mlpack/R/hoeffding_tree.R | 96 -- mlpack-4.8.0/mlpack/R/image_converter.R | 64 - mlpack-4.8.0/mlpack/R/kde.R | 108 -- mlpack-4.8.0/mlpack/R/kernel_pca.R | 84 - mlpack-4.8.0/mlpack/R/kfn.R | 78 - mlpack-4.8.0/mlpack/R/kmeans.R | 100 -- mlpack-4.8.0/mlpack/R/knn.R | 84 - mlpack-4.8.0/mlpack/R/krann.R | 98 -- mlpack-4.8.0/mlpack/R/lars.R | 66 - mlpack-4.8.0/mlpack/R/lars_predict.R |only mlpack-4.8.0/mlpack/R/lars_train.R |only mlpack-4.8.0/mlpack/R/linear_regression.R | 44 mlpack-4.8.0/mlpack/R/linear_regression_predict.R |only mlpack-4.8.0/mlpack/R/linear_regression_train.R |only mlpack-4.8.0/mlpack/R/linear_svm.R | 108 -- mlpack-4.8.0/mlpack/R/lmnn.R | 124 +- mlpack-4.8.0/mlpack/R/local_coordinate_coding.R | 76 - mlpack-4.8.0/mlpack/R/logistic_regression.R | 88 - mlpack-4.8.0/mlpack/R/logistic_regression_classify.R |only mlpack-4.8.0/mlpack/R/logistic_regression_probabilities.R |only mlpack-4.8.0/mlpack/R/logistic_regression_train.R |only mlpack-4.8.0/mlpack/R/lsh.R | 76 - mlpack-4.8.0/mlpack/R/mean_shift.R | 58 - mlpack-4.8.0/mlpack/R/nbc.R | 42 mlpack-4.8.0/mlpack/R/nca.R | 95 -- mlpack-4.8.0/mlpack/R/nmf.R | 46 - mlpack-4.8.0/mlpack/R/pca.R | 52 - mlpack-4.8.0/mlpack/R/perceptron.R | 44 mlpack-4.8.0/mlpack/R/preprocess_binarize.R | 47 - mlpack-4.8.0/mlpack/R/preprocess_describe.R | 66 - mlpack-4.8.0/mlpack/R/preprocess_one_hot_encoding.R | 23 mlpack-4.8.0/mlpack/R/preprocess_scale.R | 98 -- mlpack-4.8.0/mlpack/R/preprocess_split.R | 90 -- mlpack-4.8.0/mlpack/R/radical.R | 64 - mlpack-4.8.0/mlpack/R/random_forest.R | 94 -- mlpack-4.8.0/mlpack/R/random_forest_classify.R |only mlpack-4.8.0/mlpack/R/random_forest_probabilities.R |only mlpack-4.8.0/mlpack/R/random_forest_train.R |only mlpack-4.8.0/mlpack/R/serialization.R | 12 mlpack-4.8.0/mlpack/R/softmax_regression.R | 64 - mlpack-4.8.0/mlpack/R/sparse_coding.R | 86 - mlpack-4.8.0/mlpack/R/test_r_binding.R | 48 - mlpack-4.8.0/mlpack/inst/include/mlpack.h | 24 mlpack-4.8.0/mlpack/inst/include/mlpack/base.hpp | 15 mlpack-4.8.0/mlpack/inst/include/mlpack/bindings/util/validate_methods.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/bindings/util/validate_methods_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/bindings/util/wrapper_utilities.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/bindings/util/wrapper_utilities_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/config.hpp | 56 + mlpack-4.8.0/mlpack/inst/include/mlpack/core.hpp | 11 mlpack-4.8.0/mlpack/inst/include/mlpack/core/audio |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/audio_options.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/combine_options.hpp | 54 - mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/data.hpp | 3 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/data_options.hpp | 25 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/download_file.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/download_file_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/handle_files.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/handle_files_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/image_bounding_box_impl.hpp | 7 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/image_letterbox.hpp | 9 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/image_options.hpp | 31 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/image_resize_crop.hpp | 6 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/imputation_methods/mean_imputation.hpp | 179 ++-- mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/imputation_methods/median_imputation.hpp | 132 ++ mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load.hpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_arff.hpp | 7 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_arff_impl.hpp | 24 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_audio.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_categorical.hpp | 42 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_categorical_impl.hpp | 76 + mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_image.hpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_impl.hpp | 136 +-- mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/load_sparse.hpp | 3 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/matrix_options.hpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save.hpp | 3 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save_audio.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save_image.hpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save_impl.hpp | 23 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save_matrix.hpp | 56 + mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/save_numeric.hpp | 18 mlpack-4.8.0/mlpack/inst/include/mlpack/core/data/text_options.hpp | 15 mlpack-4.8.0/mlpack/inst/include/mlpack/core/httplib |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/metrics/non_maximal_suppression_impl.hpp | 26 mlpack-4.8.0/mlpack/inst/include/mlpack/core/stb/bundled/stb_image_resize2.h | 112 +- mlpack-4.8.0/mlpack/inst/include/mlpack/core/stb/bundled/stb_image_write.h | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/core/transforms |only mlpack-4.8.0/mlpack/inst/include/mlpack/core/tree/cover_tree/cover_tree.hpp | 40 mlpack-4.8.0/mlpack/inst/include/mlpack/core/tree/cover_tree/cover_tree_impl.hpp | 69 - mlpack-4.8.0/mlpack/inst/include/mlpack/core/util/io.hpp | 3 mlpack-4.8.0/mlpack/inst/include/mlpack/core/util/param.hpp | 42 mlpack-4.8.0/mlpack/inst/include/mlpack/core/util/params_impl.hpp | 6 mlpack-4.8.0/mlpack/inst/include/mlpack/core/util/version.hpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/adaboost/adaboost_probabilities_main.cpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/adaboost/adaboost_train_main.cpp | 4 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/dag_network_impl.hpp | 36 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/ffn_impl.hpp | 36 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/layer/convolution_impl.hpp | 14 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/layer/layer_types.hpp | 7 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/layer/serialization.hpp | 17 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/layer/transposed_convolution.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/layer/transposed_convolution_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/models.hpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3_impl.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3_layer.hpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3_layer_impl.hpp | 43 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3_tiny.hpp | 217 +++- mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/models/yolov3/yolov3_tiny_impl.hpp | 126 ++ mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/rnn.hpp | 16 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/ann/rnn_impl.hpp | 36 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/bayesian_linear_regression/bayesian_linear_regression_main.cpp | 5 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/bayesian_linear_regression/blr_predict_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/bayesian_linear_regression/blr_train_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/decision_tree/decision_tree_classify_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/decision_tree/decision_tree_main.cpp | 24 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/decision_tree/decision_tree_model.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/decision_tree/decision_tree_probabilities_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/decision_tree/decision_tree_train_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/gmm/positive_definite_constraint.hpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/lars/lars_predict_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/lars/lars_train_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/linear_regression/linear_regression.hpp | 1 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/linear_regression/linear_regression_impl.hpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/linear_regression/linear_regression_predict_main.cpp | 6 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/linear_regression/linear_regression_train_main.cpp | 10 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/logistic_regression/logistic_regression_classify_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/logistic_regression/logistic_regression_probabilities_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/logistic_regression/logistic_regression_train_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/preprocess/preprocess_one_hot_encoding_main.cpp | 2 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/random_forest/random_forest_classify_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/random_forest/random_forest_main.cpp | 31 mlpack-4.8.0/mlpack/inst/include/mlpack/methods/random_forest/random_forest_model.hpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/random_forest/random_forest_probabilities_main.cpp |only mlpack-4.8.0/mlpack/inst/include/mlpack/methods/random_forest/random_forest_train_main.cpp |only mlpack-4.8.0/mlpack/man/adaboost.Rd | 28 mlpack-4.8.0/mlpack/man/adaboost_classify.Rd |only mlpack-4.8.0/mlpack/man/adaboost_probabilities.Rd |only mlpack-4.8.0/mlpack/man/adaboost_train.Rd |only mlpack-4.8.0/mlpack/man/approx_kfn.Rd | 46 - mlpack-4.8.0/mlpack/man/bayesian_linear_regression.Rd | 56 - mlpack-4.8.0/mlpack/man/bayesian_linear_regression_predict.Rd |only mlpack-4.8.0/mlpack/man/bayesian_linear_regression_train.Rd |only mlpack-4.8.0/mlpack/man/cf.Rd | 42 mlpack-4.8.0/mlpack/man/dbscan.Rd | 16 mlpack-4.8.0/mlpack/man/decision_tree.Rd | 32 mlpack-4.8.0/mlpack/man/decision_tree_classify.Rd |only mlpack-4.8.0/mlpack/man/decision_tree_probabilities.Rd |only mlpack-4.8.0/mlpack/man/decision_tree_train.Rd |only mlpack-4.8.0/mlpack/man/det.Rd | 8 mlpack-4.8.0/mlpack/man/emst.Rd | 13 mlpack-4.8.0/mlpack/man/fastmks.Rd | 28 mlpack-4.8.0/mlpack/man/gmm_generate.Rd | 11 mlpack-4.8.0/mlpack/man/gmm_probability.Rd | 9 mlpack-4.8.0/mlpack/man/gmm_train.Rd | 36 mlpack-4.8.0/mlpack/man/hmm_generate.Rd | 16 mlpack-4.8.0/mlpack/man/hmm_loglik.Rd | 8 mlpack-4.8.0/mlpack/man/hmm_train.Rd | 12 mlpack-4.8.0/mlpack/man/hmm_viterbi.Rd | 9 mlpack-4.8.0/mlpack/man/hoeffding_tree.Rd | 38 mlpack-4.8.0/mlpack/man/image_converter.Rd | 29 mlpack-4.8.0/mlpack/man/kde.Rd | 50 - mlpack-4.8.0/mlpack/man/kernel_pca.Rd | 21 mlpack-4.8.0/mlpack/man/kfn.Rd | 28 mlpack-4.8.0/mlpack/man/kmeans.Rd | 36 mlpack-4.8.0/mlpack/man/knn.Rd | 30 mlpack-4.8.0/mlpack/man/krann.Rd | 28 mlpack-4.8.0/mlpack/man/lars.Rd | 26 mlpack-4.8.0/mlpack/man/lars_predict.Rd |only mlpack-4.8.0/mlpack/man/lars_train.Rd |only mlpack-4.8.0/mlpack/man/linear_regression.Rd | 24 mlpack-4.8.0/mlpack/man/linear_regression_predict.Rd |only mlpack-4.8.0/mlpack/man/linear_regression_train.Rd |only mlpack-4.8.0/mlpack/man/linear_svm.Rd | 42 mlpack-4.8.0/mlpack/man/lmnn.Rd | 46 - mlpack-4.8.0/mlpack/man/local_coordinate_coding.Rd | 34 mlpack-4.8.0/mlpack/man/logistic_regression.Rd | 38 mlpack-4.8.0/mlpack/man/logistic_regression_classify.Rd |only mlpack-4.8.0/mlpack/man/logistic_regression_probabilities.Rd |only mlpack-4.8.0/mlpack/man/logistic_regression_train.Rd |only mlpack-4.8.0/mlpack/man/lsh.Rd | 30 mlpack-4.8.0/mlpack/man/mean_shift.Rd | 14 mlpack-4.8.0/mlpack/man/mlpack.Rd | 3 mlpack-4.8.0/mlpack/man/nbc.Rd | 22 mlpack-4.8.0/mlpack/man/nca.Rd | 24 mlpack-4.8.0/mlpack/man/nmf.Rd | 20 mlpack-4.8.0/mlpack/man/pca.Rd | 17 mlpack-4.8.0/mlpack/man/perceptron.Rd | 26 mlpack-4.8.0/mlpack/man/preprocess_binarize.Rd | 24 mlpack-4.8.0/mlpack/man/preprocess_describe.Rd | 24 mlpack-4.8.0/mlpack/man/preprocess_one_hot_encoding.Rd | 10 mlpack-4.8.0/mlpack/man/preprocess_scale.Rd | 62 - mlpack-4.8.0/mlpack/man/preprocess_split.Rd | 60 - mlpack-4.8.0/mlpack/man/radical.Rd | 20 mlpack-4.8.0/mlpack/man/random_forest.Rd | 56 - mlpack-4.8.0/mlpack/man/random_forest_classify.Rd |only mlpack-4.8.0/mlpack/man/random_forest_probabilities.Rd |only mlpack-4.8.0/mlpack/man/random_forest_train.Rd |only mlpack-4.8.0/mlpack/man/softmax_regression.Rd | 28 mlpack-4.8.0/mlpack/man/sparse_coding.Rd | 36 mlpack-4.8.0/mlpack/src/Makevars | 1 mlpack-4.8.0/mlpack/src/Makevars.win | 1 mlpack-4.8.0/mlpack/src/RcppExports.cpp | 216 ++++ mlpack-4.8.0/mlpack/src/adaboost_classify.cpp |only mlpack-4.8.0/mlpack/src/adaboost_probabilities.cpp |only mlpack-4.8.0/mlpack/src/adaboost_train.cpp |only mlpack-4.8.0/mlpack/src/bayesian_linear_regression_predict.cpp |only mlpack-4.8.0/mlpack/src/bayesian_linear_regression_train.cpp |only mlpack-4.8.0/mlpack/src/decision_tree_classify.cpp |only mlpack-4.8.0/mlpack/src/decision_tree_probabilities.cpp |only mlpack-4.8.0/mlpack/src/decision_tree_train.cpp |only mlpack-4.8.0/mlpack/src/lars_predict.cpp |only mlpack-4.8.0/mlpack/src/lars_train.cpp |only mlpack-4.8.0/mlpack/src/linear_regression_predict.cpp |only mlpack-4.8.0/mlpack/src/linear_regression_train.cpp |only mlpack-4.8.0/mlpack/src/logistic_regression_classify.cpp |only mlpack-4.8.0/mlpack/src/logistic_regression_probabilities.cpp |only mlpack-4.8.0/mlpack/src/logistic_regression_train.cpp |only mlpack-4.8.0/mlpack/src/mlpack/bindings/R/mlpack_main.hpp | 42 mlpack-4.8.0/mlpack/src/mlpack/bindings/R/print_doc_functions.hpp | 96 ++ mlpack-4.8.0/mlpack/src/mlpack/bindings/R/print_doc_functions_impl.hpp | 277 ++++++ mlpack-4.8.0/mlpack/src/mlpack/bindings/R/print_input_param.hpp | 22 mlpack-4.8.0/mlpack/src/mlpack/bindings/R/print_input_processing.hpp | 6 mlpack-4.8.0/mlpack/src/mlpack/bindings/R/tests/test_r_binding_main.cpp | 1 mlpack-4.8.0/mlpack/src/r_util.cpp | 1 mlpack-4.8.0/mlpack/src/random_forest_classify.cpp |only mlpack-4.8.0/mlpack/src/random_forest_probabilities.cpp |only mlpack-4.8.0/mlpack/src/random_forest_train.cpp |only mlpack-4.8.0/mlpack/src/rcpp_mlpack.h | 13 264 files changed, 4293 insertions(+), 3379 deletions(-)
Title: Simple Mediation and Moderation Analysis
Description: This toolbox allows you to do simple mediation and moderation
analysis. Models are estimated with the 'lavaan' package by Rosseel (2012)
<doi:10.18637/jss.v048.i02>; standard errors for the mediation estimates
are computed with the delta method following Sobel (1982)
<doi:10.2307/270723> or by bootstrapping. It is also available as a module
for 'jamovi' (see <https://www.jamovi.org> for more information). You can
find an in depth tutorial on the 'lavaan' model syntax used for this
package on <https://lavaan.ugent.be/tutorial/index.html>.
Author: Ravi Selker [aut, cre]
Maintainer: Ravi Selker <selker.ravi@gmail.com>
This is a re-admission after prior archival of version 1.0.0 dated 2017-09-12
Diff between medmod versions 1.0.0 dated 2017-09-12 and 1.2.0 dated 2026-07-16
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Title: Analytic Hierarchy Process for Survey Data
Description: The Analytic Hierarchy Process is a versatile multi-criteria decision-making tool introduced by Saaty (1987) <doi:10.1016/0270-0255(87)90473-8> that allows decision-makers to weigh attributes and evaluate alternatives presented to them. This package provides a consistent methodology for researchers to reformat data and run analytic hierarchy process in R on data that are formatted using the survey data entry mode. It is optimized for performing the analytic hierarchy process with many decision-makers, and provides tools and options for researchers to aggregate individual preferences and test multiple options. It also allows researchers to quantify, visualize and correct for inconsistency in the decision-maker's comparisons.
Author: Frankie Cho [aut, cre, cph]
Maintainer: Frankie Cho <frankie.cho@monash.edu>
This is a re-admission after prior archival of version 0.4.1 dated 2019-11-24
Diff between ahpsurvey versions 0.4.1 dated 2019-11-24 and 0.4.3 dated 2026-07-16
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Previous versions (as known to CRANberries) which should be available via the Archive link are:
2022-02-11 1.0.4
2020-09-29 1.0.3
2020-07-10 1.0.2
2020-04-01 1.0.1
2018-02-11 1.0
2016-12-24 0.15
2016-11-28 0.14
2016-11-17 0.12
2016-11-01 0.9
2016-09-09 0.8
2016-07-18 0.5
2016-06-22 0.2
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2025-02-13 1.0.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2022-09-01 1.3.1
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2025-07-03 0.1.0