Title: A Unified Tidy Interface to R's Machine Learning Ecosystem
Description: Provides a unified tidyverse-compatible interface to R's machine
learning ecosystem - from data ingestion to model publishing. The tl_read()
family reads data from files ('CSV', 'Excel', 'Parquet', 'JSON'), databases
('SQLite', 'PostgreSQL', 'MySQL', 'BigQuery'), and cloud sources ('S3',
'GitHub', 'Kaggle'). The tl_model() function wraps established
implementations from 'glmnet', 'randomForest', 'xgboost', 'e1071', 'rpart',
'gbm', 'nnet', 'cluster', 'dbscan', and others with consistent function
signatures and tidy tibble output. Results flow into unified 'ggplot2'-based
visualization and optional formatted 'gt' tables via the tl_table() family.
The underlying algorithms are unchanged; 'tidylearn' simply makes them
easier to use together. Access raw model objects via the $fit slot for
package-specific functionality.
Methods include random forests Breiman (2001) <doi:10.1023/A:1010933404324>,
LASSO regression Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x>,
elastic [...truncated...]
Author: Cesaire Tobias [aut, cre]
Maintainer: Cesaire Tobias <cesaire@sheetsolved.com>
Diff between tidylearn versions 0.2.0 dated 2026-03-16 and 0.3.0 dated 2026-04-09
DESCRIPTION | 60 MD5 | 522 ++++--- NAMESPACE | 565 ++++---- NEWS.md | 137 ++ R/core.R | 216 ++- R/diagnostics.R | 2208 +++++++++++++++++---------------- R/integration.R | 106 + R/interactions.R | 1056 ++++++++------- R/metrics.R | 665 +++++---- R/model-selection.R | 690 +++++----- R/pipeline.R | 1626 ++++++++++++------------ R/preprocessing.R | 682 +++++----- R/read-backends.R |only R/read.R |only R/supervised-classification.R | 110 + R/supervised-deep-learning.R | 881 +++++++------ R/supervised-neural-networks.R | 682 +++++----- R/supervised-regression.R | 281 +++- R/supervised-regularization.R | 1296 +++++++++++-------- R/supervised-svm.R | 830 +++++++----- R/supervised-trees.R | 1196 +++++++++-------- R/supervised-xgboost.R | 1551 ++++++++++++----------- R/tables.R | 57 R/tuning.R | 1988 +++++++++++++++++------------ R/unsupervised-clustering.R | 974 +++++++------- R/unsupervised-dbscan.R | 764 ++++++----- R/unsupervised-distance.R | 436 +++--- R/unsupervised-hclust.R | 605 ++++----- R/unsupervised-market-basket.R | 917 +++++++------ R/unsupervised-mds.R | 775 ++++++----- R/unsupervised-pca.R | 863 ++++++------ R/unsupervised-validation.R | 921 +++++++------ R/utils.R | 306 ++-- R/visualization.R | 253 ++- R/workflows.R | 373 ++++- README.md | 589 ++++---- build/vignette.rds |binary inst/WORDLIST |only inst/doc/automl.R | 166 +- inst/doc/automl.Rmd | 962 +++++++------- inst/doc/automl.html | 604 +++++---- inst/doc/data-ingestion.R |only inst/doc/data-ingestion.Rmd |only inst/doc/data-ingestion.html |only inst/doc/getting-started.R | 10 inst/doc/getting-started.Rmd | 510 +++---- inst/doc/getting-started.html | 54 inst/doc/integration-workflows.R | 112 - inst/doc/integration-workflows.Rmd | 842 ++++++------ inst/doc/integration-workflows.html | 230 +-- inst/doc/supervised-learning.R | 27 inst/doc/supervised-learning.Rmd | 717 +++++----- inst/doc/supervised-learning.html | 73 - inst/doc/unsupervised-learning.R | 23 inst/doc/unsupervised-learning.Rmd | 833 ++++++------ inst/doc/unsupervised-learning.html | 41 inst/examples/unified_workflow.R | 363 ++--- man/augment_dbscan.Rd | 47 man/augment_hclust.Rd | 54 man/augment_kmeans.Rd | 46 man/augment_pam.Rd | 46 man/augment_pca.Rd | 50 man/calc_validation_metrics.Rd | 53 man/calc_wss.Rd | 50 man/compare_clusterings.Rd | 52 man/compare_distances.Rd | 44 man/create_cluster_dashboard.Rd | 59 man/explore_dbscan_params.Rd | 50 man/filter_rules_by_item.Rd | 53 man/find_related_items.Rd | 57 man/get_pca_loadings.Rd | 46 man/get_pca_variance.Rd | 42 man/inspect_rules.Rd | 57 man/optimal_clusters.Rd | 55 man/optimal_hclust_k.Rd | 56 man/plot.tidylearn_eda.Rd | 45 man/plot.tidylearn_model.Rd | 49 man/plot_cluster_comparison.Rd | 55 man/plot_cluster_sizes.Rd | 44 man/plot_clusters.Rd | 82 - man/plot_dendrogram.Rd | 57 man/plot_distance_heatmap.Rd | 56 man/plot_elbow.Rd | 48 man/plot_gap_stat.Rd | 46 man/plot_knn_dist.Rd | 52 man/plot_mds.Rd | 57 man/plot_silhouette.Rd | 44 man/plot_variance_explained.Rd | 45 man/predict.tidylearn_model.Rd | 60 man/predict.tidylearn_stratified.Rd | 50 man/predict.tidylearn_transfer.Rd | 50 man/print.tidy_apriori.Rd | 48 man/print.tidy_dbscan.Rd | 45 man/print.tidy_gap.Rd | 45 man/print.tidy_hclust.Rd | 45 man/print.tidy_kmeans.Rd | 45 man/print.tidy_mds.Rd | 45 man/print.tidy_pam.Rd | 45 man/print.tidy_pca.Rd | 45 man/print.tidy_silhouette.Rd | 47 man/print.tidylearn_automl.Rd | 38 man/print.tidylearn_data.Rd |only man/print.tidylearn_eda.Rd | 44 man/print.tidylearn_model.Rd | 44 man/print.tidylearn_pipeline.Rd | 44 man/recommend_products.Rd | 58 man/standardize_data.Rd | 49 man/suggest_eps.Rd | 67 - man/summarize_rules.Rd | 46 man/summary.tidylearn_model.Rd | 45 man/summary.tidylearn_pipeline.Rd | 45 man/tidy_apriori.Rd | 4 man/tidy_clara.Rd | 74 - man/tidy_cutree.Rd | 50 man/tidy_dbscan.Rd | 85 - man/tidy_dendrogram.Rd | 54 man/tidy_dist.Rd | 56 man/tidy_gap_stat.Rd | 65 man/tidy_gower.Rd | 86 - man/tidy_hclust.Rd | 78 - man/tidy_kmeans.Rd | 92 - man/tidy_knn_dist.Rd | 51 man/tidy_mds.Rd | 76 - man/tidy_mds_classical.Rd | 58 man/tidy_mds_kruskal.Rd | 55 man/tidy_mds_sammon.Rd | 55 man/tidy_mds_smacof.Rd | 60 man/tidy_pam.Rd | 75 - man/tidy_pca.Rd | 90 - man/tidy_pca_biplot.Rd | 81 - man/tidy_pca_screeplot.Rd | 50 man/tidy_rules.Rd | 46 man/tidy_silhouette.Rd | 8 man/tidy_silhouette_analysis.Rd | 76 - man/tidylearn-core.Rd | 28 man/tidylearn-diagnostics.Rd | 17 man/tidylearn-model-selection.Rd | 17 man/tidylearn-read-backends.Rd |only man/tidylearn-read.Rd |only man/tidylearn-regularization.Rd | 17 man/tidylearn-svm.Rd | 17 man/tidylearn-tables.Rd | 23 man/tidylearn-workflows.Rd |only man/tl_add_cluster_features.Rd | 66 man/tl_anomaly_aware.Rd | 93 - man/tl_auto_interactions.Rd | 78 - man/tl_auto_ml.Rd | 146 +- man/tl_calc_classification_metrics.Rd | 79 - man/tl_check_assumptions.Rd | 54 man/tl_compare_cv.Rd | 67 - man/tl_compare_pipeline_models.Rd | 41 man/tl_cv.Rd | 64 man/tl_dashboard.Rd | 51 man/tl_default_param_grid.Rd | 53 man/tl_detect_outliers.Rd | 83 - man/tl_diagnostic_dashboard.Rd | 71 - man/tl_evaluate.Rd | 52 man/tl_explore.Rd | 70 - man/tl_fit_boost.Rd | 92 - man/tl_fit_deep.Rd | 105 - man/tl_fit_elastic_net.Rd | 80 - man/tl_fit_forest.Rd | 77 - man/tl_fit_lasso.Rd | 80 - man/tl_fit_nn.Rd | 83 - man/tl_fit_regularized.Rd | 80 - man/tl_fit_ridge.Rd | 80 - man/tl_fit_svm.Rd | 99 - man/tl_fit_tree.Rd | 77 - man/tl_fit_xgboost.Rd | 132 + man/tl_get_best_model.Rd | 45 man/tl_influence_measures.Rd | 68 - man/tl_interaction_effects.Rd | 54 man/tl_load_pipeline.Rd | 43 man/tl_model.Rd | 121 - man/tl_pipeline.Rd | 78 - man/tl_plot_actual_predicted.Rd | 45 man/tl_plot_calibration.Rd | 49 man/tl_plot_confusion.Rd | 45 man/tl_plot_cv_comparison.Rd | 48 man/tl_plot_cv_results.Rd | 39 man/tl_plot_deep_architecture.Rd | 47 man/tl_plot_deep_history.Rd | 51 man/tl_plot_gain.Rd | 56 man/tl_plot_importance_comparison.Rd | 49 man/tl_plot_importance_regularized.Rd | 54 man/tl_plot_influence.Rd | 80 - man/tl_plot_interaction.Rd | 74 - man/tl_plot_intervals.Rd | 53 man/tl_plot_lift.Rd | 56 man/tl_plot_model_comparison.Rd | 54 man/tl_plot_nn_architecture.Rd | 48 man/tl_plot_nn_tuning.Rd | 38 man/tl_plot_partial_dependence.Rd | 53 man/tl_plot_precision_recall.Rd | 45 man/tl_plot_regularization_cv.Rd | 48 man/tl_plot_regularization_path.Rd | 49 man/tl_plot_residuals.Rd | 45 man/tl_plot_roc.Rd | 45 man/tl_plot_svm_boundary.Rd | 60 man/tl_plot_svm_tuning.Rd | 47 man/tl_plot_tree.Rd | 45 man/tl_plot_tuning_results.Rd | 75 - man/tl_plot_xgboost_importance.Rd | 54 man/tl_plot_xgboost_shap_dependence.Rd | 64 man/tl_plot_xgboost_shap_summary.Rd | 56 man/tl_plot_xgboost_tree.Rd | 43 man/tl_predict_boost.Rd | 54 man/tl_predict_deep.Rd | 49 man/tl_predict_forest.Rd | 49 man/tl_predict_linear.Rd | 53 man/tl_predict_nn.Rd | 49 man/tl_predict_pipeline.Rd | 64 man/tl_predict_polynomial.Rd | 53 man/tl_predict_regularized.Rd | 54 man/tl_predict_svm.Rd | 49 man/tl_predict_tree.Rd | 49 man/tl_predict_xgboost.Rd | 54 man/tl_prepare_data.Rd | 114 - man/tl_read.Rd |only man/tl_read_bigquery.Rd |only man/tl_read_csv.Rd |only man/tl_read_db.Rd |only man/tl_read_dir.Rd |only man/tl_read_excel.Rd |only man/tl_read_github.Rd |only man/tl_read_json.Rd |only man/tl_read_kaggle.Rd |only man/tl_read_mysql.Rd |only man/tl_read_parquet.Rd |only man/tl_read_postgres.Rd |only man/tl_read_rdata.Rd |only man/tl_read_rds.Rd |only man/tl_read_s3.Rd |only man/tl_read_sqlite.Rd |only man/tl_read_tsv.Rd |only man/tl_read_zip.Rd |only man/tl_reduce_dimensions.Rd | 100 - man/tl_run_pipeline.Rd | 52 man/tl_save_pipeline.Rd | 45 man/tl_semisupervised.Rd | 92 - man/tl_split.Rd | 64 man/tl_step_selection.Rd | 84 - man/tl_stratified_models.Rd | 87 - man/tl_table.Rd | 62 man/tl_table_clusters.Rd | 60 man/tl_table_coefficients.Rd | 60 man/tl_table_comparison.Rd | 64 man/tl_table_confusion.Rd | 56 man/tl_table_importance.Rd | 60 man/tl_table_loadings.Rd | 60 man/tl_table_metrics.Rd | 60 man/tl_table_variance.Rd | 60 man/tl_test_interactions.Rd | 96 - man/tl_test_model_difference.Rd | 67 - man/tl_transfer_learning.Rd | 80 - man/tl_tune_deep.Rd | 106 - man/tl_tune_grid.Rd | 99 - man/tl_tune_nn.Rd | 78 - man/tl_tune_random.Rd | 113 - man/tl_tune_xgboost.Rd | 85 - man/tl_version.Rd | 3 man/tl_xgboost_shap.Rd | 57 man/visualize_rules.Rd | 59 tests/testthat/Rplots.pdf |only tests/testthat/test-diagnostics.R |only tests/testthat/test-integration.R | 361 ++--- tests/testthat/test-preprocessing.R | 281 ++-- tests/testthat/test-read.R |only tests/testthat/test-supervised.R | 297 ++-- tests/testthat/test-tuning.R |only tests/testthat/test-unsupervised.R | 308 ++-- tests/testthat/test-visualization.R |only tests/testthat/test-workflows.R | 242 +-- vignettes/automl.Rmd | 962 +++++++------- vignettes/data-ingestion.Rmd |only vignettes/getting-started.Rmd | 510 +++---- vignettes/integration-workflows.Rmd | 842 ++++++------ vignettes/supervised-learning.Rmd | 717 +++++----- vignettes/unsupervised-learning.Rmd | 833 ++++++------ 279 files changed, 25956 insertions(+), 21013 deletions(-)
Title: Efficiently Retrieve and Process Satellite Imagery
Description: Downloads spatial data from spatiotemporal asset catalogs
('STAC'), computes standard spectral indices from the Awesome Spectral
Indices project (Montero et al. (2023) <doi:10.1038/s41597-023-02096-0>)
against raster data, and glues the outputs together into predictor bricks.
Methods focus on interoperability with the broader spatial ecosystem;
function arguments and outputs use classes from 'sf' and 'terra', and data
downloading functions support complex 'CQL2' queries using 'rstac'.
Author: Michael Mahoney [aut, cre] ,
Felipe Carvalho [rev] for
rOpenSci, see
<https://github.com/ropensci/software-review/issues/636>),
Michael Sumner [rev] for
rOpenSci, see
<https://github.com/ropensci/software-review/issues/636>),
Permian Global [cph, f [...truncated...]
Maintainer: Michael Mahoney <mike.mahoney.218@gmail.com>
Diff between rsi versions 0.3.2 dated 2025-01-21 and 0.3.3 dated 2026-04-09
DESCRIPTION | 11 MD5 | 70 ++--- NEWS.md | 4 R/0-globals.R | 4 R/calculate_indices.R | 55 +++- R/check_type_and_length.R | 16 - R/deprecated.R | 16 - R/download.R | 70 +++-- R/filters.R | 22 + R/get_stac_data.R | 379 ++++++++++++++++-------------- R/landsat_platform_filter.R | 3 R/mask_functions.R | 15 - R/misc.R | 12 R/query_and_sign.R | 22 + R/spectral_indices.R | 13 - R/stack_rasters.R | 102 ++++---- R/sysdata.rda |binary README.md | 5 build/partial.rdb |binary build/vignette.rds |binary inst/doc/rsi.html | 2 man/calculate_indices.Rd | 32 ++ man/figures/README-unnamed-chunk-3-1.png |binary man/figures/README-unnamed-chunk-4-1.png |binary man/figures/README-unnamed-chunk-5-1.png |binary man/figures/README-unnamed-chunk-7-1.png |binary man/figures/README-unnamed-chunk-8-1.png |binary man/get_stac_data.Rd | 6 tests/testthat/_snaps/spectral_indices.md | 12 tests/testthat/test-calculate_indices.R | 25 + tests/testthat/test-filters.R | 34 ++ tests/testthat/test-get_stac_data.R | 15 - tests/testthat/test-mask_functions.R | 25 + tests/testthat/test-misc.R | 9 tests/testthat/test-spectral_indices.R | 40 ++- tests/testthat/test-stack_rasters.R | 16 + 36 files changed, 649 insertions(+), 386 deletions(-)
Title: Simple Interactive Controls for R using the 'tcltk' Package
Description: A set of functions to build simple
GUI controls for R functions. These are built on the 'tcltk' package.
Uses could include changing a parameter on a graph by animating it
with a slider or a "doublebutton", up to more sophisticated control
panels.
Some functions for specific graphical tasks, referred to as 'cartoons',
are provided.
Author: Adrian Bowman [aut, cre, cph],
Ewan Crawford [aut],
Gavin Alexander [aut],
Richard Bowman [aut]
Maintainer: Adrian Bowman <adrian.bowman@glasgow.ac.uk>
Diff between rpanel versions 1.1-6.1 dated 2026-03-13 and 1.1-6.3 dated 2026-04-09
ChangeLog | 2 + DESCRIPTION | 8 ++--- MD5 | 28 +++++++++---------- R/rp-plot4d.r | 26 ++++++++++------- R/rp_colours.R | 10 +++--- R/rp_datalink.R | 16 +++++++--- R/rp_drop1.R | 2 - R/rp_sample.r | 1 R/rpanel.r | 2 - tests/testthat/test-rp.coefficients.R | 3 -- tests/testthat/test-rp.datalink.R | 1 tests/testthat/test-rp.drop1.R | 2 - tests/testthat/test-rp.lm.R | 21 ++++++-------- tests/testthat/test-rp.plot4d.R | 50 +++++++++++++++++----------------- tests/testthat/test-rp.sample.r | 4 ++ 15 files changed, 96 insertions(+), 80 deletions(-)
Title: Population Fisher Information Matrix
Description: Evaluate or optimize designs for nonlinear mixed effects models using the Fisher Information matrix. Methods used in the package refer to
Mentré F, Mallet A, Baccar D (1997) <doi:10.1093/biomet/84.2.429>,
Retout S, Comets E, Samson A, Mentré F (2007) <doi:10.1002/sim.2910>,
Bazzoli C, Retout S, Mentré F (2009) <doi:10.1002/sim.3573>,
Le Nagard H, Chao L, Tenaillon O (2011) <doi:10.1186/1471-2148-11-326>,
Combes FP, Retout S, Frey N, Mentré F (2013) <doi:10.1007/s11095-013-1079-3> and
Seurat J, Tang Y, Mentré F, Nguyen TT (2021) <doi:10.1016/j.cmpb.2021.106126>.
Author: Romain Leroux [aut, cre] ,
France Mentre [aut] ,
Jeremy Seurat [ctb]
Maintainer: Romain Leroux <romainlerouxPFIM@gmail.com>
Diff between PFIM versions 7.0.2 dated 2026-01-30 and 7.0.3 dated 2026-04-09
PFIM-7.0.2/PFIM/inst/doc/Example01.R |only PFIM-7.0.2/PFIM/inst/doc/Example01.Rmd |only PFIM-7.0.2/PFIM/inst/doc/Example01.html |only PFIM-7.0.2/PFIM/inst/doc/Example02.R |only PFIM-7.0.2/PFIM/inst/doc/Example02.Rmd |only PFIM-7.0.2/PFIM/inst/doc/Example02.html |only PFIM-7.0.2/PFIM/man/Combined1.Rd |only PFIM-7.0.2/PFIM/man/getFim.Rd |only PFIM-7.0.2/PFIM/vignettes/Example01.Rmd |only PFIM-7.0.2/PFIM/vignettes/Example02.Rmd |only PFIM-7.0.3/PFIM/DESCRIPTION | 10 PFIM-7.0.3/PFIM/MD5 | 375 +-- PFIM-7.0.3/PFIM/NAMESPACE | 9 PFIM-7.0.3/PFIM/NEWS.md | 177 - PFIM-7.0.3/PFIM/R/Administration.R | 89 PFIM-7.0.3/PFIM/R/AdministrationConstraints.R | 44 PFIM-7.0.3/PFIM/R/Arm.R | 872 ++++---- PFIM-7.0.3/PFIM/R/BayesianFim.R | 212 +- PFIM-7.0.3/PFIM/R/Combined1.R | 113 - PFIM-7.0.3/PFIM/R/Constant.R | 114 - PFIM-7.0.3/PFIM/R/Design.R | 567 +++-- PFIM-7.0.3/PFIM/R/Distribution.R | 48 PFIM-7.0.3/PFIM/R/Evaluation.R | 642 ++---- PFIM-7.0.3/PFIM/R/FedorovWynnAlgorithm.R | 255 +- PFIM-7.0.3/PFIM/R/Fim.R | 47 PFIM-7.0.3/PFIM/R/IndividualFim.R | 232 -- PFIM-7.0.3/PFIM/R/LibraryOfModels.R | 28 PFIM-7.0.3/PFIM/R/LibraryOfPDModels.R | 169 - PFIM-7.0.3/PFIM/R/LibraryOfPKModels.R | 805 ++++--- PFIM-7.0.3/PFIM/R/LogNormal.R | 42 PFIM-7.0.3/PFIM/R/Model.R | 456 ++-- PFIM-7.0.3/PFIM/R/ModelAnalytic.R | 49 PFIM-7.0.3/PFIM/R/ModelAnalyticInfusion.R | 59 PFIM-7.0.3/PFIM/R/ModelAnalyticInfusionSteadyState.R | 781 +++---- PFIM-7.0.3/PFIM/R/ModelAnalyticSteadyState.R | 59 PFIM-7.0.3/PFIM/R/ModelError.R | 218 +- PFIM-7.0.3/PFIM/R/ModelInfusion.R | 85 PFIM-7.0.3/PFIM/R/ModelODE.R | 87 PFIM-7.0.3/PFIM/R/ModelODEBolus.R | 552 ++--- PFIM-7.0.3/PFIM/R/ModelODEDoseInEquations.R | 480 ++-- PFIM-7.0.3/PFIM/R/ModelODEDoseNotInEquations.R | 94 PFIM-7.0.3/PFIM/R/ModelODEInfusion.R | 93 PFIM-7.0.3/PFIM/R/ModelODEInfusionDoseInEquation.R | 615 +++--- PFIM-7.0.3/PFIM/R/ModelParameter.R | 140 - PFIM-7.0.3/PFIM/R/MultiplicativeAlgorithm.R | 191 + PFIM-7.0.3/PFIM/R/Normal.R | 28 PFIM-7.0.3/PFIM/R/Optimization.R | 1007 ++++++---- PFIM-7.0.3/PFIM/R/PFIM-package.R | 134 - PFIM-7.0.3/PFIM/R/PFIMProject.R | 508 ++++- PFIM-7.0.3/PFIM/R/PGBOAlgorithm.R | 767 ++++--- PFIM-7.0.3/PFIM/R/PSOAlgorithm.R | 169 + PFIM-7.0.3/PFIM/R/PopulationFim.R | 348 ++- PFIM-7.0.3/PFIM/R/Proportional.R | 102 - PFIM-7.0.3/PFIM/R/SamplingTimeConstraints.R | 357 ++- PFIM-7.0.3/PFIM/R/SamplingTimes.R | 43 PFIM-7.0.3/PFIM/R/SimplexAlgorithm.R | 951 +++++---- PFIM-7.0.3/PFIM/R/plotMethods.R |only PFIM-7.0.3/PFIM/R/utils.R |only PFIM-7.0.3/PFIM/R/zzz.R | 8 PFIM-7.0.3/PFIM/build/vignette.rds |binary PFIM-7.0.3/PFIM/inst/CITATION | 13 PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Continuous_Space.R |only PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Continuous_Space.Rmd |only PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Continuous_Space.html |only PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Discrete_Space.R |only PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Discrete_Space.Rmd |only PFIM-7.0.3/PFIM/inst/doc/Design_Evaluation_and_Optimization_in_Discrete_Space.html |only PFIM-7.0.3/PFIM/inst/doc/LibraryOfModels.R | 88 PFIM-7.0.3/PFIM/inst/doc/LibraryOfModels.html | 5 PFIM-7.0.3/PFIM/man/Administration.Rd | 76 PFIM-7.0.3/PFIM/man/AdministrationConstraints.Rd | 36 PFIM-7.0.3/PFIM/man/Arm.Rd | 78 PFIM-7.0.3/PFIM/man/BayesianFim.Rd | 44 PFIM-7.0.3/PFIM/man/Combined.Rd |only PFIM-7.0.3/PFIM/man/Constant.Rd | 40 PFIM-7.0.3/PFIM/man/Dcriterion.Rd | 14 PFIM-7.0.3/PFIM/man/Design.Rd | 69 PFIM-7.0.3/PFIM/man/Distribution.Rd | 30 PFIM-7.0.3/PFIM/man/Evaluation.Rd | 66 PFIM-7.0.3/PFIM/man/FedorovWynnAlgorithm.Rd | 106 - PFIM-7.0.3/PFIM/man/FedorovWynnAlgorithm_Rcpp.Rd | 30 PFIM-7.0.3/PFIM/man/Fim.Rd | 28 PFIM-7.0.3/PFIM/man/IndividualFim.Rd | 33 PFIM-7.0.3/PFIM/man/LibraryOfModels.Rd | 18 PFIM-7.0.3/PFIM/man/LibraryOfPDModels.Rd | 24 PFIM-7.0.3/PFIM/man/LibraryOfPKModels.Rd | 22 PFIM-7.0.3/PFIM/man/LogNormal.Rd | 19 PFIM-7.0.3/PFIM/man/Model.Rd | 44 PFIM-7.0.3/PFIM/man/ModelAnalytic.Rd | 40 PFIM-7.0.3/PFIM/man/ModelAnalyticInfusion.Rd | 40 PFIM-7.0.3/PFIM/man/ModelAnalyticInfusionSteadyState.Rd | 41 PFIM-7.0.3/PFIM/man/ModelAnalyticSteadyState.Rd | 41 PFIM-7.0.3/PFIM/man/ModelError.Rd | 31 PFIM-7.0.3/PFIM/man/ModelInfusion.Rd | 40 PFIM-7.0.3/PFIM/man/ModelODE.Rd | 40 PFIM-7.0.3/PFIM/man/ModelODEBolus.Rd | 40 PFIM-7.0.3/PFIM/man/ModelODEDoseInEquations.Rd | 51 PFIM-7.0.3/PFIM/man/ModelODEDoseNotInEquations.Rd | 54 PFIM-7.0.3/PFIM/man/ModelODEInfusion.Rd | 44 PFIM-7.0.3/PFIM/man/ModelODEInfusionDoseInEquation.Rd | 53 PFIM-7.0.3/PFIM/man/ModelParameter.Rd | 59 PFIM-7.0.3/PFIM/man/MultiplicativeAlgorithm.Rd | 100 PFIM-7.0.3/PFIM/man/MultiplicativeAlgorithm_Rcpp.Rd | 41 PFIM-7.0.3/PFIM/man/Normal.Rd | 23 PFIM-7.0.3/PFIM/man/Optimization.Rd | 197 + PFIM-7.0.3/PFIM/man/PFIMProject.Rd | 68 PFIM-7.0.3/PFIM/man/PGBOAlgorithm.Rd | 114 - PFIM-7.0.3/PFIM/man/PSOAlgorithm.Rd | 116 - PFIM-7.0.3/PFIM/man/PopulationFim.Rd | 32 PFIM-7.0.3/PFIM/man/Proportional.Rd | 51 PFIM-7.0.3/PFIM/man/Report.Rd | 45 PFIM-7.0.3/PFIM/man/SamplingTimeConstraints.Rd | 62 PFIM-7.0.3/PFIM/man/SamplingTimes.Rd | 39 PFIM-7.0.3/PFIM/man/SimplexAlgorithm.Rd | 103 - PFIM-7.0.3/PFIM/man/adjustGradient.Rd | 4 PFIM-7.0.3/PFIM/man/armAdministration.Rd | 20 PFIM-7.0.3/PFIM/man/checkSamplingTimeConstraintsForMetaheuristic.Rd | 29 PFIM-7.0.3/PFIM/man/checkValiditySamplingConstraint.Rd | 15 PFIM-7.0.3/PFIM/man/computeVMat.Rd | 25 PFIM-7.0.3/PFIM/man/constraintsTableForReport.Rd | 47 PFIM-7.0.3/PFIM/man/convertPKModelAnalyticToPKModelODE.Rd | 41 PFIM-7.0.3/PFIM/man/defineFim.Rd | 28 PFIM-7.0.3/PFIM/man/defineModelAdministration.Rd | 68 PFIM-7.0.3/PFIM/man/defineModelEquationsFromLibraryOfModel.Rd | 35 PFIM-7.0.3/PFIM/man/defineModelType.Rd | 34 PFIM-7.0.3/PFIM/man/defineModelWrapper.Rd | 40 PFIM-7.0.3/PFIM/man/defineOptimizationAlgorithm.Rd | 22 PFIM-7.0.3/PFIM/man/definePKModel.Rd | 52 PFIM-7.0.3/PFIM/man/definePKPDModel.Rd | 52 PFIM-7.0.3/PFIM/man/evaluateArm.Rd | 24 PFIM-7.0.3/PFIM/man/evaluateDesign.Rd | 18 PFIM-7.0.3/PFIM/man/evaluateErrorModelDerivatives.Rd | 10 PFIM-7.0.3/PFIM/man/evaluateFim.Rd | 54 PFIM-7.0.3/PFIM/man/evaluateInitialConditions.Rd | 19 PFIM-7.0.3/PFIM/man/evaluateModel.Rd | 76 PFIM-7.0.3/PFIM/man/evaluateModelGradient.Rd | 11 PFIM-7.0.3/PFIM/man/evaluateModelVariance.Rd | 25 PFIM-7.0.3/PFIM/man/evaluateVarianceFIM.Rd | 37 PFIM-7.0.3/PFIM/man/finiteDifferenceHessian.Rd | 24 PFIM-7.0.3/PFIM/man/fisherSimplex.Rd | 6 PFIM-7.0.3/PFIM/man/fun.amoeba.Rd | 31 PFIM-7.0.3/PFIM/man/generateDosesCombination.Rd | 14 PFIM-7.0.3/PFIM/man/generateFimsFromConstraints.Rd | 25 PFIM-7.0.3/PFIM/man/generateReportEvaluation.Rd | 30 PFIM-7.0.3/PFIM/man/generateReportOptimization.Rd | 69 PFIM-7.0.3/PFIM/man/generateSamplingTimesCombination.Rd | 14 PFIM-7.0.3/PFIM/man/generateSamplingsFromSamplingConstraints.Rd | 20 PFIM-7.0.3/PFIM/man/getArmConstraints.Rd | 40 PFIM-7.0.3/PFIM/man/getArmData.Rd | 20 PFIM-7.0.3/PFIM/man/getCorrelationMatrix.Rd | 37 PFIM-7.0.3/PFIM/man/getDcriterion.Rd | 37 PFIM-7.0.3/PFIM/man/getDeterminant.Rd | 35 PFIM-7.0.3/PFIM/man/getFisherMatrix.Rd | 35 PFIM-7.0.3/PFIM/man/getListLastName.Rd | 17 PFIM-7.0.3/PFIM/man/getModelErrorData.Rd | 10 PFIM-7.0.3/PFIM/man/getModelParametersData.Rd | 25 PFIM-7.0.3/PFIM/man/getRSE.Rd | 33 PFIM-7.0.3/PFIM/man/getSE.Rd | 32 PFIM-7.0.3/PFIM/man/getSamplingData.Rd | 21 PFIM-7.0.3/PFIM/man/getShrinkage.Rd | 33 PFIM-7.0.3/PFIM/man/optimizeDesign.Rd | 49 PFIM-7.0.3/PFIM/man/plot.Rd |only PFIM-7.0.3/PFIM/man/plotEvaluation.Rd | 28 PFIM-7.0.3/PFIM/man/plotEvaluationResults.Rd | 67 PFIM-7.0.3/PFIM/man/plotEvaluationSI.Rd | 72 PFIM-7.0.3/PFIM/man/plotFrequencies.Rd | 29 PFIM-7.0.3/PFIM/man/plotFrequenciesFedorovWynnAlgorithm.Rd | 17 PFIM-7.0.3/PFIM/man/plotRSE.Rd | 32 PFIM-7.0.3/PFIM/man/plotRSEFIM.Rd | 51 PFIM-7.0.3/PFIM/man/plotSE.Rd | 31 PFIM-7.0.3/PFIM/man/plotSEFIM.Rd | 54 PFIM-7.0.3/PFIM/man/plotSensitivityIndices.Rd | 34 PFIM-7.0.3/PFIM/man/plotShrinkage.Rd | 38 PFIM-7.0.3/PFIM/man/plotWeights.Rd | 28 PFIM-7.0.3/PFIM/man/plotWeightsMultiplicativeAlgorithm.Rd | 23 PFIM-7.0.3/PFIM/man/processArmEvaluationResults.Rd | 26 PFIM-7.0.3/PFIM/man/processArmEvaluationSI.Rd | 26 PFIM-7.0.3/PFIM/man/replaceVariablesLibraryOfModels.Rd | 12 PFIM-7.0.3/PFIM/man/run.Rd | 34 PFIM-7.0.3/PFIM/man/setEvaluationFim.Rd | 54 PFIM-7.0.3/PFIM/man/setOptimalArms.Rd | 63 PFIM-7.0.3/PFIM/man/setSamplingConstraintForOptimization.Rd | 14 PFIM-7.0.3/PFIM/man/show.Rd | 32 PFIM-7.0.3/PFIM/man/showFIM.Rd | 50 PFIM-7.0.3/PFIM/man/tablesForReport.Rd | 58 PFIM-7.0.3/PFIM/man/updateSamplingTimes.Rd | 22 PFIM-7.0.3/PFIM/vignettes/Design_Evaluation_and_Optimization_in_Continuous_Space.Rmd |only PFIM-7.0.3/PFIM/vignettes/Design_Evaluation_and_Optimization_in_Discrete_Space.Rmd |only PFIM-7.0.3/PFIM/vignettes/Library_of_Models.html |only PFIM-7.0.3/PFIM/vignettes/figures |only PFIM-7.0.3/PFIM/vignettes/outputs |only 191 files changed, 10578 insertions(+), 7439 deletions(-)
Title: A Common API to Modeling and Analysis Functions
Description: A common interface is provided to allow users to specify a
model without having to remember the different argument names across
different functions or computational engines (e.g. 'R', 'Spark',
'Stan', 'H2O', etc).
Author: Max Kuhn [cre, aut] ,
Davis Vaughan [aut],
Emil Hvitfeldt [ctb],
Posit Software, PBC [cph, fnd]
Maintainer: Max Kuhn <max@posit.co>
Diff between parsnip versions 1.4.1 dated 2026-01-11 and 1.5.0 dated 2026-04-09
parsnip-1.4.1/parsnip/tests/testthat/_snaps/mlp_keras.md |only parsnip-1.4.1/parsnip/tests/testthat/_snaps/surv_reg.md |only parsnip-1.4.1/parsnip/tests/testthat/_snaps/surv_reg_flexsurv.md |only parsnip-1.4.1/parsnip/tests/testthat/_snaps/surv_reg_survreg.md |only parsnip-1.5.0/parsnip/DESCRIPTION | 22 parsnip-1.5.0/parsnip/MD5 | 611 +++++----- parsnip-1.5.0/parsnip/NAMESPACE | 13 parsnip-1.5.0/parsnip/NEWS.md | 58 parsnip-1.5.0/parsnip/R/aaa_archive.R | 8 parsnip-1.5.0/parsnip/R/aaa_models.R | 106 + parsnip-1.5.0/parsnip/R/aaa_multi_predict.R | 8 parsnip-1.5.0/parsnip/R/arguments.R | 3 parsnip-1.5.0/parsnip/R/autoplot.R | 2 parsnip-1.5.0/parsnip/R/bart.R | 6 parsnip-1.5.0/parsnip/R/bart_data.R | 11 parsnip-1.5.0/parsnip/R/boost_tree.R | 2 parsnip-1.5.0/parsnip/R/boost_tree_catboost.R |only parsnip-1.5.0/parsnip/R/boost_tree_data.R | 127 +- parsnip-1.5.0/parsnip/R/convert_data.R | 10 parsnip-1.5.0/parsnip/R/decision_tree.R | 7 parsnip-1.5.0/parsnip/R/decision_tree_data.R | 45 parsnip-1.5.0/parsnip/R/decision_tree_partykit.R | 2 parsnip-1.5.0/parsnip/R/decision_tree_rpartScore.R |only parsnip-1.5.0/parsnip/R/descriptors.R | 7 parsnip-1.5.0/parsnip/R/engine_docs.R | 7 parsnip-1.5.0/parsnip/R/engines.R | 5 parsnip-1.5.0/parsnip/R/fit_helpers.R | 4 parsnip-1.5.0/parsnip/R/gen_additive_mod_vgam.R |only parsnip-1.5.0/parsnip/R/install_packages.R | 2 parsnip-1.5.0/parsnip/R/linear_reg_data.R | 18 parsnip-1.5.0/parsnip/R/logistic_reg_data.R | 23 parsnip-1.5.0/parsnip/R/mars.R | 22 parsnip-1.5.0/parsnip/R/mars_data.R | 20 parsnip-1.5.0/parsnip/R/misc.R | 10 parsnip-1.5.0/parsnip/R/mlp.R | 58 parsnip-1.5.0/parsnip/R/mlp_data.R | 97 + parsnip-1.5.0/parsnip/R/mlp_qrnn.R |only parsnip-1.5.0/parsnip/R/model_object_docs.R | 2 parsnip-1.5.0/parsnip/R/multinom_reg.R | 2 parsnip-1.5.0/parsnip/R/multinom_reg_data.R | 14 parsnip-1.5.0/parsnip/R/nearest_neighbor_data.R | 3 parsnip-1.5.0/parsnip/R/nullmodel_data.R | 3 parsnip-1.5.0/parsnip/R/ordinal_reg.R |only 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parsnip-1.5.0/parsnip/R/svm_poly_data.R | 5 parsnip-1.5.0/parsnip/R/svm_rbf.R | 6 parsnip-1.5.0/parsnip/R/svm_rbf_data.R | 6 parsnip-1.5.0/parsnip/R/translate.R | 12 parsnip-1.5.0/parsnip/R/tunable.R | 159 -- parsnip-1.5.0/parsnip/R/tune_args.R | 42 parsnip-1.5.0/parsnip/R/update.R | 4 parsnip-1.5.0/parsnip/build/stage23.rdb |binary parsnip-1.5.0/parsnip/inst/add-in/gadget.R | 4 parsnip-1.5.0/parsnip/inst/models.tsv | 11 parsnip-1.5.0/parsnip/man/add_on_exports.Rd | 3 parsnip-1.5.0/parsnip/man/bart-internal.Rd | 16 parsnip-1.5.0/parsnip/man/details_auto_ml_h2o.Rd | 10 parsnip-1.5.0/parsnip/man/details_bag_mlp_nnet.Rd | 7 parsnip-1.5.0/parsnip/man/details_bart_dbarts.Rd | 22 parsnip-1.5.0/parsnip/man/details_boost_tree_C5.0.Rd | 6 parsnip-1.5.0/parsnip/man/details_boost_tree_catboost.Rd |only parsnip-1.5.0/parsnip/man/details_boost_tree_h2o.Rd | 10 parsnip-1.5.0/parsnip/man/details_boost_tree_lightgbm.Rd | 45 parsnip-1.5.0/parsnip/man/details_boost_tree_mboost.Rd | 10 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parsnip-1.5.0/parsnip/man/details_ordinal_reg_polr.Rd |only parsnip-1.5.0/parsnip/man/details_ordinal_reg_vglm.Rd |only parsnip-1.5.0/parsnip/man/details_poisson_reg_h2o.Rd | 10 parsnip-1.5.0/parsnip/man/details_poisson_reg_stan.Rd | 6 parsnip-1.5.0/parsnip/man/details_rand_forest_grf.Rd | 6 parsnip-1.5.0/parsnip/man/details_rand_forest_h2o.Rd | 10 parsnip-1.5.0/parsnip/man/details_rand_forest_ordinalForest.Rd |only parsnip-1.5.0/parsnip/man/details_rand_forest_partykit.Rd | 18 parsnip-1.5.0/parsnip/man/details_rand_forest_randomForest.Rd | 24 parsnip-1.5.0/parsnip/man/details_rand_forest_ranger.Rd | 14 parsnip-1.5.0/parsnip/man/details_rule_fit_h2o.Rd | 10 parsnip-1.5.0/parsnip/man/details_rule_fit_xrf.Rd | 15 parsnip-1.5.0/parsnip/man/details_svm_linear_LiblineaR.Rd | 6 parsnip-1.5.0/parsnip/man/details_svm_linear_kernlab.Rd | 21 parsnip-1.5.0/parsnip/man/details_svm_poly_kernlab.Rd | 6 parsnip-1.5.0/parsnip/man/details_svm_rbf_kernlab.Rd | 6 parsnip-1.5.0/parsnip/man/format-internals.Rd | 39 parsnip-1.5.0/parsnip/man/mcqrnn_train.Rd |only parsnip-1.5.0/parsnip/man/model_arg_exists.Rd |only parsnip-1.5.0/parsnip/man/model_fit.Rd | 2 parsnip-1.5.0/parsnip/man/multi_predict.Rd | 16 parsnip-1.5.0/parsnip/man/ordinal_reg.Rd |only parsnip-1.5.0/parsnip/man/other_predict.Rd | 18 parsnip-1.5.0/parsnip/man/parsnip_update.Rd | 22 parsnip-1.5.0/parsnip/man/predict.model_fit.Rd | 36 parsnip-1.5.0/parsnip/man/rand_forest.Rd | 15 parsnip-1.5.0/parsnip/man/rmd/auto_ml_h2o.Rmd | 7 parsnip-1.5.0/parsnip/man/rmd/auto_ml_h2o.md | 8 parsnip-1.5.0/parsnip/man/rmd/bag_mlp_nnet.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/bag_mlp_nnet.md | 4 parsnip-1.5.0/parsnip/man/rmd/bart_dbarts.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/bart_dbarts.md | 19 parsnip-1.5.0/parsnip/man/rmd/boost_tree_C5.0.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/boost_tree_C5.0.md | 2 parsnip-1.5.0/parsnip/man/rmd/boost_tree_catboost.Rmd |only parsnip-1.5.0/parsnip/man/rmd/boost_tree_catboost.md |only parsnip-1.5.0/parsnip/man/rmd/boost_tree_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/boost_tree_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/boost_tree_lightgbm.Rmd | 28 parsnip-1.5.0/parsnip/man/rmd/boost_tree_lightgbm.md | 28 parsnip-1.5.0/parsnip/man/rmd/boost_tree_mboost.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/boost_tree_mboost.md | 7 parsnip-1.5.0/parsnip/man/rmd/boost_tree_xgboost.Rmd | 18 parsnip-1.5.0/parsnip/man/rmd/boost_tree_xgboost.md | 64 - parsnip-1.5.0/parsnip/man/rmd/cubist_rules_Cubist.Rmd | 8 parsnip-1.5.0/parsnip/man/rmd/cubist_rules_Cubist.md | 9 parsnip-1.5.0/parsnip/man/rmd/decision_tree_C5.0.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/decision_tree_C5.0.md | 2 parsnip-1.5.0/parsnip/man/rmd/decision_tree_partykit.Rmd | 8 parsnip-1.5.0/parsnip/man/rmd/decision_tree_partykit.md | 9 parsnip-1.5.0/parsnip/man/rmd/decision_tree_rpart.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/decision_tree_rpart.md | 2 parsnip-1.5.0/parsnip/man/rmd/decision_tree_rpartScore.Rmd |only parsnip-1.5.0/parsnip/man/rmd/decision_tree_rpartScore.md |only parsnip-1.5.0/parsnip/man/rmd/gen_additive_mod_mgcv.Rmd | 1 parsnip-1.5.0/parsnip/man/rmd/gen_additive_mod_mgcv.md | 1 parsnip-1.5.0/parsnip/man/rmd/gen_additive_mod_vgam.Rmd |only parsnip-1.5.0/parsnip/man/rmd/gen_additive_mod_vgam.md |only parsnip-1.5.0/parsnip/man/rmd/linear_reg_glm.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_glm.md | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_glmnet.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_glmnet.md | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/linear_reg_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/linear_reg_keras.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_keras.md | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_lm.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_lm.md | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_quantreg.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_quantreg.md | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_stan.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/linear_reg_stan.md | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_LiblineaR.Rmd | 8 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_LiblineaR.md | 7 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_glm.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_glm.md | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_glmnet.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_glmnet.md | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_keras.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_keras.md | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_stan.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/logistic_reg_stan.md | 2 parsnip-1.5.0/parsnip/man/rmd/mars_earth.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/mars_earth.md | 2 parsnip-1.5.0/parsnip/man/rmd/mlp_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/mlp_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/mlp_keras.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/mlp_keras.md | 2 parsnip-1.5.0/parsnip/man/rmd/mlp_nnet.Rmd | 5 parsnip-1.5.0/parsnip/man/rmd/mlp_nnet.md | 17 parsnip-1.5.0/parsnip/man/rmd/mlp_qrnn.Rmd |only parsnip-1.5.0/parsnip/man/rmd/mlp_qrnn.md |only parsnip-1.5.0/parsnip/man/rmd/multinom_reg_glmnet.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_glmnet.md | 2 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_keras.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_keras.md | 2 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_nnet.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/multinom_reg_nnet.md | 2 parsnip-1.5.0/parsnip/man/rmd/naive_Bayes_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/naive_Bayes_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/nearest_neighbor_kknn.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/nearest_neighbor_kknn.md | 2 parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_ordinalNet.Rmd |only parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_ordinalNet.md |only parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_polr.Rmd |only parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_polr.md |only parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_vglm.Rmd |only parsnip-1.5.0/parsnip/man/rmd/ordinal_reg_vglm.md |only parsnip-1.5.0/parsnip/man/rmd/poisson_reg_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/poisson_reg_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/poisson_reg_stan.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/poisson_reg_stan.md | 2 parsnip-1.5.0/parsnip/man/rmd/rand_forest_grf.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/rand_forest_grf.md | 2 parsnip-1.5.0/parsnip/man/rmd/rand_forest_h2o.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/rand_forest_h2o.md | 7 parsnip-1.5.0/parsnip/man/rmd/rand_forest_ordinalForest.Rmd |only parsnip-1.5.0/parsnip/man/rmd/rand_forest_ordinalForest.md |only parsnip-1.5.0/parsnip/man/rmd/rand_forest_partykit.Rmd | 10 parsnip-1.5.0/parsnip/man/rmd/rand_forest_partykit.md | 11 parsnip-1.5.0/parsnip/man/rmd/rand_forest_randomForest.Rmd | 14 parsnip-1.5.0/parsnip/man/rmd/rand_forest_randomForest.md | 15 parsnip-1.5.0/parsnip/man/rmd/rand_forest_ranger.Rmd | 6 parsnip-1.5.0/parsnip/man/rmd/rand_forest_ranger.md | 6 parsnip-1.5.0/parsnip/man/rmd/rule_fit_h2o.Rmd | 8 parsnip-1.5.0/parsnip/man/rmd/rule_fit_h2o.md | 9 parsnip-1.5.0/parsnip/man/rmd/rule_fit_xrf.Rmd | 8 parsnip-1.5.0/parsnip/man/rmd/rule_fit_xrf.md | 8 parsnip-1.5.0/parsnip/man/rmd/svm_linear_LiblineaR.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/svm_linear_LiblineaR.md | 2 parsnip-1.5.0/parsnip/man/rmd/svm_linear_kernlab.Rmd | 22 parsnip-1.5.0/parsnip/man/rmd/svm_linear_kernlab.md | 16 parsnip-1.5.0/parsnip/man/rmd/svm_poly_kernlab.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/svm_poly_kernlab.md | 2 parsnip-1.5.0/parsnip/man/rmd/svm_rbf_kernlab.Rmd | 2 parsnip-1.5.0/parsnip/man/rmd/svm_rbf_kernlab.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/args_and_modes.md | 18 parsnip-1.5.0/parsnip/tests/testthat/_snaps/bart-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/boost_tree-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/boost_tree_xgboost.md | 97 + parsnip-1.5.0/parsnip/tests/testthat/_snaps/convert_data.md | 4 parsnip-1.5.0/parsnip/tests/testthat/_snaps/decision_tree-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/format_predictions.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/gen_additive_mod-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/linear_reg-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/linear_reg.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/logistic_reg-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/mars-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/mars.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/mlp-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/mlp.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/model_basics.md | 14 parsnip-1.5.0/parsnip/tests/testthat/_snaps/multinom_reg-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/multinom_reg.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/nearest_neighbor-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/null_model-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/nullmodel.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/print.md | 4 parsnip-1.5.0/parsnip/tests/testthat/_snaps/rand_forest-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/rand_forest.md | 2 parsnip-1.5.0/parsnip/tests/testthat/_snaps/rand_forest_ranger.md | 4 parsnip-1.5.0/parsnip/tests/testthat/_snaps/re_registration.md | 6 parsnip-1.5.0/parsnip/tests/testthat/_snaps/registration.md | 82 - parsnip-1.5.0/parsnip/tests/testthat/_snaps/repair_call.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/standalone-survival.md | 8 parsnip-1.5.0/parsnip/tests/testthat/_snaps/surv_reg-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/svm_linear-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/svm_poly-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/svm_rbf-tunable.md |only parsnip-1.5.0/parsnip/tests/testthat/_snaps/translate.md | 190 +-- parsnip-1.5.0/parsnip/tests/testthat/_snaps/tune_args.md |only parsnip-1.5.0/parsnip/tests/testthat/helper-extract_parameter_set.R | 14 parsnip-1.5.0/parsnip/tests/testthat/helper-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-args_and_modes.R | 10 parsnip-1.5.0/parsnip/tests/testthat/test-bart-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-boost_tree-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-boost_tree.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-boost_tree_xgboost.R | 91 + parsnip-1.5.0/parsnip/tests/testthat/test-convert_data.R | 18 parsnip-1.5.0/parsnip/tests/testthat/test-decision_tree-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-decision_tree.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-default_engines.R | 1 parsnip-1.5.0/parsnip/tests/testthat/test-descriptors.R | 32 parsnip-1.5.0/parsnip/tests/testthat/test-fit_interfaces.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-format_predictions.R |only parsnip-1.5.0/parsnip/tests/testthat/test-gen_additive_mod-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-gen_additive_model.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-linear_reg-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-linear_reg_keras.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-linear_reg_quantreg.R | 18 parsnip-1.5.0/parsnip/tests/testthat/test-logistic_reg-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-logistic_reg_keras.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-mars-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-mars.R | 40 parsnip-1.5.0/parsnip/tests/testthat/test-mlp-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-mlp.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-mlp_keras.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-model_basics.R | 38 parsnip-1.5.0/parsnip/tests/testthat/test-multinom_reg-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-multinom_reg_keras.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-multinom_reg_nnet.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-nearest_neighbor-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-null_model-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-nullmodel.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-ordinal_reg.R |only parsnip-1.5.0/parsnip/tests/testthat/test-packages.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-partykit.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-predict_formats.R | 12 parsnip-1.5.0/parsnip/tests/testthat/test-print.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-rand_forest-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-rand_forest_ranger.R | 2 parsnip-1.5.0/parsnip/tests/testthat/test-re_registration.R | 8 parsnip-1.5.0/parsnip/tests/testthat/test-registration.R | 56 parsnip-1.5.0/parsnip/tests/testthat/test-repair_call.R |only parsnip-1.5.0/parsnip/tests/testthat/test-standalone-survival.R | 14 parsnip-1.5.0/parsnip/tests/testthat/test-surv_reg-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-survival-censoring-weights.R | 8 parsnip-1.5.0/parsnip/tests/testthat/test-svm_linear-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-svm_linear.R | 8 parsnip-1.5.0/parsnip/tests/testthat/test-svm_poly-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-svm_poly.R | 4 parsnip-1.5.0/parsnip/tests/testthat/test-svm_rbf-tunable.R |only parsnip-1.5.0/parsnip/tests/testthat/test-svm_rbf.R | 10 parsnip-1.5.0/parsnip/tests/testthat/test-translate.R | 33 parsnip-1.5.0/parsnip/tests/testthat/test-tune_args.R |only parsnip-1.5.0/parsnip/tests/testthat/test-varying.R | 8 347 files changed, 2934 insertions(+), 1253 deletions(-)
Title: Estimated Marginal Means, aka Least-Squares Means
Description: Obtain estimated marginal means (EMMs) for many linear, generalized
linear, and mixed models. Compute contrasts or linear functions of EMMs,
trends, and comparisons of slopes. Plots and other displays.
Least-squares means are discussed, and the term "estimated marginal means"
is suggested, in Searle, Speed, and Milliken (1980) Population marginal means
in the linear model: An alternative to least squares means, The American
Statistician 34(4), 216-221 <doi:10.1080/00031305.1980.10483031>.
Author: Russell V. Lenth [aut, cph],
Julia Piaskowski [cre, aut],
Balazs Banfai [ctb],
Ben Bolker [ctb],
Paul Buerkner [ctb],
Iago Gine-Vazquez [ctb],
Maxime Herve [ctb],
Maarten Jung [ctb],
Jonathon Love [ctb],
Fernando Miguez [ctb],
Hannes Riebl [ctb],
Hen [...truncated...]
Maintainer: Julia Piaskowski <julia.piask@gmail.com>
Diff between emmeans versions 2.0.2 dated 2026-03-05 and 2.0.3 dated 2026-04-09
DESCRIPTION | 18 ++++----- MD5 | 72 ++++++++++++++++++------------------- NEWS.md | 9 ++++ R/contrast.R | 4 +- R/multinom-support.R | 2 - R/multiv.R | 67 +++++++++++++++++++++++----------- R/summary.R | 34 ++++++++++++----- build/vignette.rds |binary inst/doc/AQuickStart.Rmd | 2 - inst/doc/AQuickStart.html | 7 +-- inst/doc/FAQs.html | 10 ++--- inst/doc/basics.html | 6 +-- inst/doc/comparisons.html | 12 +++--- inst/doc/confidence-intervals.html | 16 ++++---- inst/doc/interactions.html | 18 ++++----- inst/doc/messy-data.html | 11 +++-- inst/doc/models.html | 4 +- inst/doc/predictions.Rmd | 2 - inst/doc/predictions.html | 11 ++--- inst/doc/re-engineering-clds.html | 6 +-- inst/doc/re-engineering-clds.rmd | 2 - inst/doc/sophisticated.html | 4 +- inst/doc/transformations.html | 6 +-- inst/doc/utilities.html | 4 +- inst/doc/vignette-topics.Rmd | 16 ++++---- inst/doc/vignette-topics.html | 32 ++++++++-------- inst/doc/xplanations.html | 4 +- inst/doc/xtending.Rmd | 2 - inst/doc/xtending.html | 11 ++--- inst/extexamples/mvregrid.R | 30 +++++++++++---- man/mvregrid.Rd | 24 ++++++++---- man/summary.emmGrid.Rd | 3 + vignettes/AQuickStart.Rmd | 2 - vignettes/predictions.Rmd | 2 - vignettes/re-engineering-clds.rmd | 2 - vignettes/vignette-topics.Rmd | 16 ++++---- vignettes/xtending.Rmd | 2 - 37 files changed, 274 insertions(+), 199 deletions(-)
Title: Helpers for Developing Command Line Interfaces
Description: A suite of tools to build attractive command line interfaces
('CLIs'), from semantic elements: headings, lists, alerts, paragraphs,
etc. Supports custom themes via a 'CSS'-like language. It also
contains a number of lower level 'CLI' elements: rules, boxes, trees,
and 'Unicode' symbols with 'ASCII' alternatives. It support ANSI
colors and text styles as well.
Author: Gabor Csardi [aut, cre],
Hadley Wickham [ctb],
Kirill Mueller [ctb],
Salim Brueggemann [ctb] ,
Posit Software, PBC [cph, fnd]
Maintainer: Gabor Csardi <gabor@posit.co>
Diff between cli versions 3.6.5 dated 2025-04-23 and 3.6.6 dated 2026-04-09
DESCRIPTION | 16 - LICENSE | 2 MD5 | 410 +++++++++++++------------- NEWS.md | 11 R/aaa-utils.R | 6 R/aab-rstudio-detect.R | 63 +-- R/ansi-hyperlink.R | 99 ++++-- R/ansi-palette.R | 12 R/ansi-utils.R | 7 R/ansi.R | 103 +++--- R/ansiex.R | 180 +++++++---- R/app.R | 16 - R/assertions.R | 8 R/box-styles.R | 14 R/boxes.R | 41 +- R/bullets.R | 9 R/cat.R | 11 R/cli-errors.R | 18 - R/cli.R | 251 +++++++++++---- R/cliapp-docs.R | 5 R/cliapp.R | 139 +++++--- R/containers.R | 44 +- R/debug.R | 20 - R/defer.R | 345 +++++++++++---------- R/diff.R | 23 - R/docs.R | 1 R/enc-utils.R | 1 R/errors.R | 316 ++++++++++++-------- R/format-conditions.R | 55 ++- R/format.R | 1 R/friendly-type.R | 314 +++++++++---------- R/glue.R | 50 +-- R/hash.R | 9 R/inline.R | 50 ++- R/internals.R | 40 +- R/keypress.R | 4 R/lorem.R | 8 R/num-ansi-colors.R | 45 +- R/numbers.R |only R/onload.R | 58 +-- R/pluralize.R | 20 - R/prettycode.R | 99 ++++-- R/print.R | 2 R/progress-along.R | 82 +++-- R/progress-bar.R | 15 R/progress-c.R | 6 R/progress-client.R | 114 ++++--- R/progress-server.R | 29 + R/progress-ticking.R | 1 R/progress-utils.R | 1 R/progress-variables.R | 57 +-- R/rematch2.R | 15 R/rlang.R | 13 R/ruler.R | 1 R/rules.R | 58 ++- R/server.R | 1 R/simple-theme.R | 48 +-- R/sitrep.R | 9 R/sizes.R | 23 - R/spark.R | 2 R/spinner.R | 47 +- R/status-bar.R | 115 ++++--- R/symbol.R | 7 R/test.R | 96 +++--- R/themes.R | 111 ++++--- R/time-ago.R | 42 +- R/time.R | 10 R/timer.R | 1 R/tree.R | 77 +++- R/tty.R | 32 -- R/unicode.R | 1 R/utf8.R | 22 - R/utils.R | 3 R/vt.R | 11 R/width.R | 11 R/zzz.R | 81 ++--- README.md | 2 exec/news.R | 66 ++-- exec/outdated.R | 25 + exec/search.R | 22 - exec/up.R | 43 +- inst/examples/apps/news.R | 66 ++-- inst/examples/apps/outdated.R | 25 + inst/examples/apps/search.R | 22 - inst/examples/apps/up.R | 42 +- inst/shiny/along/app.R | 4 inst/shiny/format/app.R | 4 inst/shiny/nested/app.R | 4 inst/shiny/simple/app.R | 4 man/ansi_nzchar.Rd | 2 man/builtin_theme.Rd | 8 man/cli-package.Rd | 2 man/cli_progress_bar.Rd | 3 man/code_theme_list.Rd | 4 man/hash_xxhash.Rd | 2 man/links.Rd | 2 man/roxygen/meta.R | 1 man/simple_theme.Rd | 8 man/utf8_nchar.Rd | 2 man/vt_output.Rd | 4 src/cleancall.c | 6 src/init.c | 6 src/progress.c | 24 + src/vt.c | 4 tests/testthat/_snaps/ansi-hyperlink.md | 8 tests/testthat/_snaps/ansi-make.md | 6 tests/testthat/_snaps/ansi-palette.md | 2 tests/testthat/_snaps/ansiex.md | 12 tests/testthat/_snaps/app.md | 2 tests/testthat/_snaps/assertions.md |only tests/testthat/_snaps/defer.md | 4 tests/testthat/_snaps/diff.md | 27 + tests/testthat/_snaps/headers.md |only tests/testthat/_snaps/inline-2.md | 26 + tests/testthat/_snaps/keypress.md | 2 tests/testthat/_snaps/lists.md | 2 tests/testthat/_snaps/new-r/inline-2.md | 4 tests/testthat/_snaps/new/headers.md | 2 tests/testthat/_snaps/pluralization.md | 23 + tests/testthat/_snaps/progress-along.md | 10 tests/testthat/_snaps/progress-c.md | 32 ++ tests/testthat/_snaps/progress-client.md | 40 ++ tests/testthat/_snaps/progress-message.md | 30 + tests/testthat/_snaps/rules.md | 13 tests/testthat/_snaps/substitution.md |only tests/testthat/_snaps/tree.md | 76 ++++ tests/testthat/_snaps/utils.md | 9 tests/testthat/helper.R | 91 +++-- tests/testthat/progresstest/R/test.R | 1 tests/testthat/progresstest/src/cleancall.c | 6 tests/testthat/progresstest/src/test.c | 6 tests/testthat/progresstestcpp/R/testcpp.R | 1 tests/testthat/setup.R | 1 tests/testthat/test-alerts.R | 1 tests/testthat/test-ansi-combine.R | 1 tests/testthat/test-ansi-html.R | 1 tests/testthat/test-ansi-hyperlink.R | 63 +++ tests/testthat/test-ansi-make.R | 32 +- tests/testthat/test-ansi-palette.R | 1 tests/testthat/test-ansi-utils.R | 1 tests/testthat/test-ansi.R | 33 +- tests/testthat/test-ansiex-2.R | 47 +- tests/testthat/test-ansiex.R | 97 +++--- tests/testthat/test-app.R | 1 tests/testthat/test-assertions.R | 79 ++--- tests/testthat/test-box-styles.R | 1 tests/testthat/test-boxes.R | 11 tests/testthat/test-bullets.R | 5 tests/testthat/test-cat-helpers.R | 1 tests/testthat/test-cat.R | 1 tests/testthat/test-cliapp-output.R | 1 tests/testthat/test-code.R | 1 tests/testthat/test-collapsing.R | 42 +- tests/testthat/test-console-width.R | 1 tests/testthat/test-containers.R | 6 tests/testthat/test-css.R | 30 - tests/testthat/test-custom-handler.R | 7 tests/testthat/test-deep-lists.R | 21 - tests/testthat/test-defer.R | 2 tests/testthat/test-diff.R | 32 -- tests/testthat/test-format-conditions.R | 88 +++-- tests/testthat/test-glue.R | 1 tests/testthat/test-hash.R | 1 tests/testthat/test-headers.R | 31 + tests/testthat/test-inline-2.R | 33 +- tests/testthat/test-inline.R | 28 + tests/testthat/test-keypress.R | 65 +++- tests/testthat/test-links.R | 322 +++++++++++--------- tests/testthat/test-lists.R | 1 tests/testthat/test-meta.R | 1 tests/testthat/test-non-breaking-space.R | 1 tests/testthat/test-num-ansi-colors.R | 11 tests/testthat/test-package.R | 6 tests/testthat/test-pluralization.R | 26 - tests/testthat/test-prettycode.R | 63 ++- tests/testthat/test-progress-along.R | 7 tests/testthat/test-progress-bar.R | 1 tests/testthat/test-progress-c.R | 29 - tests/testthat/test-progress-client.R | 47 ++ tests/testthat/test-progress-handler-logger.R | 1 tests/testthat/test-progress-handler-say.R | 1 tests/testthat/test-progress-handlers.R | 1 tests/testthat/test-progress-message.R | 13 tests/testthat/test-progress-ticking.R | 12 tests/testthat/test-progress-types.R | 19 - tests/testthat/test-progress-utils.R | 1 tests/testthat/test-progress-variables.R | 18 - tests/testthat/test-rlang-errors.R | 123 ++----- tests/testthat/test-rules.R | 20 - tests/testthat/test-sitrep.R | 1 tests/testthat/test-spark.R | 1 tests/testthat/test-spinners.R | 1 tests/testthat/test-status-bar.R | 156 ++++++--- tests/testthat/test-subprocess.R | 32 +- tests/testthat/test-substitution.R | 8 tests/testthat/test-suppress.R | 1 tests/testthat/test-text.R | 1 tests/testthat/test-themes.R | 18 - tests/testthat/test-timer.R | 1 tests/testthat/test-tree.R | 126 ++++++- tests/testthat/test-type.R | 1 tests/testthat/test-utf8.R | 1 tests/testthat/test-utils.R | 15 tests/testthat/test-verbatim.R | 1 tests/testthat/test-vt.R | 47 ++ tools/get-rstudio-themes.R | 90 +++-- tools/parse-iterm.R | 33 +- tools/spinners.R | 30 + 208 files changed, 4174 insertions(+), 2791 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-09-16 1.3.17
2024-08-30 1.3.15
2024-02-07 1.3.9
Title: Parse Tabled Content to Text Vector and Extract Statistical
Standard Results
Description: Features include the ability to extract tabled content from NISO-JATS-coded XML, any native HTML or HML file, DOCX, and PDF documents, and then collapse it into a text format that is readable by humans by mimicking the actions of a screen reader. As tables within PDF documents are extracted with the 'tabulapdf' package, and the table captions and footnotes cannot be extracted, the results on tables within PDF documents have to be considered less precise. The function table2matrix() returns a list of the tables within a document as character matrices. table2text() collapses the matrix content into a list of character strings by imitating the behavior of a screen reader. The textual representation of characters and numbers can be unified with unifyMatrix() before parsing. The function table2stats() extracts the tabled statistical test results from the collapsed text with the function standardStats() from the 'JATSdecoder' package and, if activated, checks the reported and coded p-values [...truncated...]
Author: Ingmar Boeschen [aut, cre]
Maintainer: Ingmar Boeschen <ingmar.boeschen@uni-hamburg.de>
Diff between tableParser versions 1.0.4 dated 2026-03-30 and 1.0.5 dated 2026-04-09
DESCRIPTION | 8 +++---- MD5 | 6 ++--- R/parseMatrixContent.R | 7 ++++++ R/tableFunctions.R | 51 ++++++++++++++++++++++++++++++++++++++++++++++++- 4 files changed, 64 insertions(+), 8 deletions(-)
More information about shinydataviewer at CRAN
Permanent link
Title: Distributions Compatible with Automatic Differentiation by
'RTMB'
Description: Extends the functionality of the 'RTMB' <https://kaskr.r-universe.dev/RTMB> package by providing a collection of non-standard probability distributions compatible with automatic differentiation (AD). While 'RTMB' enables flexible and efficient modelling, including random effects, its built-in support is limited to standard distributions. The package adds additional AD-compatible distributions, broadening the range of models that can be implemented and estimated using 'RTMB'. Automatic differentiation and Laplace approximation are described in Kristensen et al. (2016) <doi:10.18637/jss.v070.i05>.
Author: Jan-Ole Fischer [aut, cre]
Maintainer: Jan-Ole Fischer <jan-ole.fischer@mailbox.org>
Diff between RTMBdist versions 1.0.3 dated 2026-04-01 and 1.0.4 dated 2026-04-09
DESCRIPTION | 12 ++--- MD5 | 16 ++++--- NAMESPACE | 7 +++ R/gmrf.R |only R/mcreport.R |only inst/doc/Examples.R | 15 +++---- inst/doc/Examples.Rmd | 15 +++---- inst/doc/Examples.html | 102 +++++++++++++++++++++++-------------------------- man/mcreport.Rd |only man/rgmrf.Rd |only vignettes/Examples.Rmd | 15 +++---- 11 files changed, 96 insertions(+), 86 deletions(-)
More information about MatchingPursuit at CRAN
Permanent link
Title: A Metadata and Text Extraction and Manipulation Tool Set
Description: Provides a function collection to extract metadata, sectioned text and study characteristics from scientific articles in 'NISO-JATS' format. Articles in PDF format can be converted to 'NISO-JATS' with the 'Content ExtRactor and MINEr' ('CERMINE', <https://github.com/CeON/CERMINE>). For convenience, two functions bundle the extraction heuristics: JATSdecoder() converts 'NISO-JATS'-tagged XML files to a structured list with elements title, author, journal, history, 'DOI', abstract, sectioned text and reference list. study.character() extracts multiple study characteristics like number of included studies, statistical methods used, alpha error, power, statistical results, correction method for multiple testing, software used. The function get.stats() extracts all statistical results from text and recomputes p-values for many standard test statistics. It performs a consistency check of the reported with the recalculated p-values. An estimation of the involved sample size is performed [...truncated...]
Author: Ingmar Boeschen [aut, cre]
Maintainer: Ingmar Boeschen <ingmar.boeschen@uni-hamburg.de>
Diff between JATSdecoder versions 1.3.0 dated 2026-02-16 and 1.3.1 dated 2026-04-09
DESCRIPTION | 8 ++-- MD5 | 8 ++-- R/character_allStats.R | 7 +++- R/character_get.stats.R | 74 ++++++++++++++++++++++++++++++++------------ R/character_standardStats.R | 16 +++++---- 5 files changed, 78 insertions(+), 35 deletions(-)
Title: Organising Projects
Description: A framework for organizing R projects with a standardized structure.
Most analyses consist of three main components: code, results, and data,
each with different requirements such as version control, sharing, and encryption.
This package provides tools to set up and manage project directories, handle
file paths consistently across operating systems, organize results using
date-based structures, source code from specified directories, and perform
file operations safely.
It ensures consistency across projects while accommodating different
requirements for various types of content.
Author: Richard Aubrey White [aut, cre]
Maintainer: Richard Aubrey White <hello@rwhite.no>
Diff between org versions 2025.11.24 dated 2025-11-24 and 2026.4.9 dated 2026-04-09
org-2025.11.24/org/R/create_project.R |only org-2025.11.24/org/man/create_project_quarto_external_results.Rd |only org-2025.11.24/org/man/create_project_quarto_internal_results.Rd |only org-2025.11.24/org/man/package_installed.Rd |only org-2026.4.9/org/DESCRIPTION | 16 - org-2026.4.9/org/MD5 | 26 +- org-2026.4.9/org/NAMESPACE | 3 org-2026.4.9/org/NEWS.md | 10 org-2026.4.9/org/R/initialize_project.R | 16 + org-2026.4.9/org/R/package_installed.R | 103 ++++++++-- org-2026.4.9/org/inst/doc/org.Rmd | 6 org-2026.4.9/org/inst/doc/org.html | 16 - org-2026.4.9/org/man/check_missing_packages.Rd |only org-2026.4.9/org/man/do_install_missing_packages.Rd |only org-2026.4.9/org/man/extract_packages.Rd |only org-2026.4.9/org/man/find_missing_packages.Rd |only org-2026.4.9/org/man/initialize_project.Rd | 6 org-2026.4.9/org/vignettes/org.Rmd | 6 18 files changed, 140 insertions(+), 68 deletions(-)
Title: Competing Risks Estimation
Description: Provides an intuitive interface for working with the
competing risk endpoints. The package wraps the 'cmprsk' package, and
exports functions for univariate cumulative incidence estimates and
competing risk regression. Methods follow those introduced in Fine and
Gray (1999) <doi:10.1002/sim.7501>.
Author: Daniel D. Sjoberg [aut, cre, cph] ,
Teng Fei [aut]
Maintainer: Daniel D. Sjoberg <danield.sjoberg@gmail.com>
Diff between tidycmprsk versions 1.1.1 dated 2025-11-14 and 1.1.2 dated 2026-04-09
DESCRIPTION | 6 +++--- MD5 | 10 +++++----- NEWS.md | 4 ++++ R/broom_methods.R | 3 ++- README.md | 12 +++++++----- build/partial.rdb |binary 6 files changed, 21 insertions(+), 14 deletions(-)
Title: Package Dependency Resolution and Downloads
Description: Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain a consistent set of packages
to install. Download packages, and install them. It supports packages
on 'CRAN', 'Bioconductor' and other 'CRAN-like' repositories,
'GitHub', package 'URLs', and local package trees and files. It caches
metadata and package files via the 'pkgcache' package, and performs
all 'HTTP' requests, downloads, builds and installations in parallel.
'pkgdepends' is the workhorse of the 'pak' package.
Author: Gabor Csardi [aut, cre],
Posit Software, PBC [cph, fnd]
Maintainer: Gabor Csardi <csardi.gabor@gmail.com>
Diff between pkgdepends versions 0.9.0 dated 2025-05-27 and 0.9.1 dated 2026-04-09
DESCRIPTION | 6 MD5 | 241 +++++------ R/aaa-rstudio-detect.R | 16 R/assertions.R | 55 ++ R/assertthat.R | 20 R/config.R | 52 +- R/dep-utils.R | 4 R/download-progress-bar.R | 36 + R/download.R | 27 - R/errors.R | 101 +++- R/gh-app.R | 20 R/gh-mirror.R | 63 ++ R/gh-releases.R | 4 R/gh-repo.R | 17 R/ghcr.R | 28 - R/git-app.R | 12 R/git-auth.R | 36 + R/git-protocol.R | 27 - R/git-submodules.R | 24 - R/install-binary.R | 8 R/install-plan.R | 50 +- R/install-progress-bar.R | 8 R/install-tar.R | 24 - R/integrity.R | 16 R/iso-date.R | 4 R/name-check.R | 44 +- R/onload.R | 4 R/parse-remotes.R | 3 R/pkg-downloads.R | 5 R/pkg-installation.R | 17 R/pkg-lockfile.R | 7 R/pkg-plan.R | 128 +++-- R/pkgdepends-errors.R | 16 R/platform.R | 8 R/progress-bars.R | 16 R/repo.R | 28 - R/resolution-df.R | 8 R/resolution-progress-bar.R | 20 R/resolution.R | 83 ++- R/rstudio-detect.R | 12 R/satisfies.R | 8 R/scan-deps-print.R | 4 R/scan-deps-queries.R | 4 R/scan-deps.R | 144 +++--- R/snapshot.R | 12 R/solve.R | 163 +++++-- R/sysreqs.R | 24 - R/sysreqs2.R | 24 - R/tojson.R | 8 R/tree-sitter.R | 8 R/tree.R | 24 - R/type-cran.R | 4 R/type-deps.R | 10 R/type-git.R | 5 R/type-github.R | 12 R/type-installed.R | 14 R/type-local.R | 4 R/type-standard.R | 23 - R/type-url.R | 4 R/utils.R | 29 + R/withr.R | 8 R/zzz-pkgdepends-config.R | 19 man/pkg_refs.Rd | 3 src/cleancall.c | 6 src/yaml.c | 6 tests/testthat/_snaps/assertions.md | 10 tests/testthat/_snaps/assertthat.md | 14 tests/testthat/_snaps/dep-utils.md | 2 tests/testthat/_snaps/find-package-root.md | 4 tests/testthat/_snaps/git-protocol.md | 40 - tests/testthat/_snaps/github-tools.md | 46 +- tests/testthat/_snaps/install-binary.md | 2 tests/testthat/_snaps/install-plan-errors.md | 2 tests/testthat/_snaps/install-plan-parts.md | 18 tests/testthat/_snaps/install-plan.md | 2 tests/testthat/_snaps/install-tar.md | 2 tests/testthat/_snaps/install-verify.md | 16 tests/testthat/_snaps/install.md | 2 tests/testthat/_snaps/package-names.md | 4 tests/testthat/_snaps/parse-remotes.md | 2 tests/testthat/_snaps/pillar-1.11.1 |only tests/testthat/_snaps/pkg-dependencies.md | 2 tests/testthat/_snaps/pkg-lockfile.md | 16 tests/testthat/_snaps/pkg-name-check.md | 10 tests/testthat/_snaps/pkgdepends-config.md | 8 tests/testthat/_snaps/scan-deps.md | 16 tests/testthat/_snaps/solve-conflicts.md | 10 tests/testthat/_snaps/solve-prefer-installed.md | 22 + tests/testthat/_snaps/solve-r-version.md | 4 tests/testthat/_snaps/sysreqs.md | 2 tests/testthat/_snaps/sysreqs2.md | 2 tests/testthat/_snaps/tojson.md | 14 tests/testthat/_snaps/type-url.md | 2 tests/testthat/_snaps/utils.md | 4 tests/testthat/_snaps/windows/scan-deps.md |only tests/testthat/helper-apps.R | 8 tests/testthat/helper-fixtures.R | 20 tests/testthat/helper-resolution.R | 12 tests/testthat/helper-solve-fix.R | 4 tests/testthat/helper.R | 8 tests/testthat/test-assertions.R | 140 ++++-- tests/testthat/test-assertthat.R | 4 tests/testthat/test-build.R | 4 tests/testthat/test-config.R | 2 tests/testthat/test-download-progress-bar.R | 522 ++++++++++++------------ tests/testthat/test-git-protocol.R | 15 tests/testthat/test-git-submodules.R | 12 tests/testthat/test-install-paths.R | 4 tests/testthat/test-install-plan-parts.R | 19 tests/testthat/test-install-tar.R | 4 tests/testthat/test-parse-remotes.R | 4 tests/testthat/test-pkg-name-check.R | 8 tests/testthat/test-print.R | 4 tests/testthat/test-solve-pieces.R | 72 +++ tests/testthat/test-solve-prefer-installed.R | 22 + tests/testthat/test-spelling.R | 3 tests/testthat/test-sysreqs.R | 4 tests/testthat/test-tree.R | 8 tests/testthat/test-type-github.R | 4 tests/testthat/test-utils.R | 12 tests/testthat/test-versions.R | 8 121 files changed, 2034 insertions(+), 1039 deletions(-)
Title: Cache 'CRAN'-Like Metadata and R Packages
Description: Metadata and package cache for CRAN-like repositories. This
is a utility package to be used by package management tools that want
to take advantage of caching.
Author: Gabor Csardi [aut, cre],
Posit Software, PBC [cph, fnd]
Maintainer: Gabor Csardi <csardi.gabor@gmail.com>
Diff between pkgcache versions 2.2.4 dated 2025-05-26 and 2.2.5 dated 2026-04-09
DESCRIPTION | 6 MD5 | 59 ++--- NEWS.md | 13 + R/compat-vctrs.R | 2 R/metadata-cache.R | 2 R/onload.R | 15 + R/packages-gz.R | 14 - R/platform.R | 5 inst/WORDLIST | 16 + inst/fixtures/bioc-config.yaml | 26 +- src/lib.c | 143 +++++++++++-- tests/async/_snaps/call-function.md | 4 tests/async/_snaps/http-file.md | 3 tests/async/test-cancel-early.R | 1 tests/testthat/_snaps/assert-that.md | 16 - tests/testthat/_snaps/auth.md | 2 tests/testthat/_snaps/installed.md | 30 ++ tests/testthat/_snaps/linux/installed.md | 2 tests/testthat/_snaps/mac/installed.md | 2 tests/testthat/_snaps/macos-platforms.md | 9 tests/testthat/_snaps/metadata-errors.md | 2 tests/testthat/_snaps/oldr |only tests/testthat/_snaps/platform.md | 11 - tests/testthat/_snaps/ppm.md | 276 +++++++++++++------------- tests/testthat/_snaps/win/installed.md | 2 tests/testthat/fixtures/ppm-status.json | 2 tests/testthat/helper.R | 5 tests/testthat/test-installed.R | 326 ++++++++++++++++++++++++++++++- tests/testthat/test-metadata-errors.R | 3 tests/testthat/test-packages-gz.R | 6 tests/testthat/test-utils.R | 2 31 files changed, 767 insertions(+), 238 deletions(-)
Title: Paginate the HTML Output of R Markdown with CSS for Print
Description: Use the paged media properties in CSS and the JavaScript
library 'paged.js' to split the content of an HTML document into discrete
pages. Each page can have its page size, page numbers, margin boxes, and
running headers, etc. Applications of this package include books, letters,
reports, papers, business cards, resumes, and posters.
Author: Yihui Xie [aut, cre] ,
Romain Lesur [aut, cph] ,
Christophe Dervieux [ctb] ,
Brent Thorne [aut] ,
Xianying Tan [aut] ,
Atsushi Yasumoto [ctb] ,
Posit Software, PBC [cph, fnd],
Adam Hyde [ctb] ,
Min-Zhong Lu [ctb] ,
Zulko [ctb]
Maintainer: Yihui Xie <xie@yihui.name>
Diff between pagedown versions 0.23 dated 2025-08-20 and 0.24 dated 2026-04-09
DESCRIPTION | 8 ++-- MD5 | 8 ++-- NEWS.md | 4 ++ inst/resources/html/poster-jacobs.html | 66 +++++++++++++++------------------ tests/test-ci.R | 2 - 5 files changed, 43 insertions(+), 45 deletions(-)
Title: Dynamic Extensions for Network Objects
Description: Simple interface routines to facilitate the handling of network objects with complex intertemporal data. This is a part of the "statnet" suite of packages for network analysis.
Author: Carter T. Butts [aut],
Ayn Leslie-Cook [aut],
Pavel N. Krivitsky [aut],
Skye Bender-deMoll [aut, cre],
Zack Almquist [ctb],
David R. Hunter [ctb],
Li Wang [ctb],
Kirk Li [ctb],
Steven M. Goodreau [ctb],
Jeffrey Horner [ctb],
Martina Morris [ctb]
Maintainer: Skye Bender-deMoll <skyebend@uw.edu>
Diff between networkDynamic versions 0.11.5 dated 2024-11-22 and 0.12.0 dated 2026-04-09
ChangeLog | 3 ++ DESCRIPTION | 10 +++---- MD5 | 20 +++++++------- R/access.R | 21 +++++++-------- build/vignette.rds |binary inst/doc/networkDynamic.Rnw | 14 +++++----- inst/doc/networkDynamic.pdf |binary man/network.extensions.Rd | 26 ++++++++++-------- tests/get_tests.R | 60 +++++++++++++++++++++---------------------- tests/query_tests.R | 56 ++++++++++++++++++++-------------------- vignettes/networkDynamic.Rnw | 14 +++++----- 11 files changed, 116 insertions(+), 108 deletions(-)
More information about networkDynamic at CRAN
Permanent link
Title: Scientific Journal and Sci-Fi Themed Color Palettes for
'ggplot2'
Description: A collection of 'ggplot2' color palettes inspired by
plots in scientific journals, data visualization libraries,
science fiction movies, and TV shows.
Author: Nan Xiao [aut, cre, cph] ,
Joshua Cook [ctb],
Clara Jegousse [ctb],
Hui Chen [ctb],
Miaozhu Li [ctb],
iTerm2-Color-Schemes contributors [ctb, cph] ,
Winston Chang [ctb, cph]
Maintainer: Nan Xiao <me@nanx.me>
Diff between ggsci versions 4.2.0 dated 2025-12-17 and 4.3.0 dated 2026-04-09
DESCRIPTION | 6 MD5 | 12 NEWS.md | 16 + R/palettes-iterm.R | 736 +++++++++++++++++++++++++++++++++++++++++++++--- build/vignette.rds |binary inst/doc/ggsci-faq.html | 4 inst/doc/ggsci.html | 64 ++-- 7 files changed, 750 insertions(+), 88 deletions(-)
Title: Genetic Algorithm and Particle Swarm Optimization
Description: Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modifications (including hybridization and elitism) of these algorithms are provided. Implemented functions are based on ideas described in S. Katoch, S. Chauhan, V. Kumar (2020) <doi:10.1007/s11042-020-10139-6> and M. Clerc (2012) <https://hal.science/hal-00764996>.
Author: Bogdan Potanin [aut, cre, ctb],
Sofiia Dolgikh [ctb]
Maintainer: Bogdan Potanin <bogdanpotanin@gmail.com>
Diff between gena versions 1.0.0 dated 2022-08-15 and 1.0.1 dated 2026-04-09
DESCRIPTION | 17 ++-- MD5 | 52 ++++++------- NAMESPACE | 2 R/crossover.R | 40 +++++----- R/gena.R | 190 ++++++++++++++++++++++++------------------------- R/hybrid.R | 52 ++++++++----- R/local.R | 41 +++++++--- R/mating.R | 110 ++++++++++++++-------------- R/mutation.R | 50 ++++++------ R/neighbourhood.R | 30 +++---- R/population.R | 27 +++--- R/pso.R | 118 +++++++++++++++--------------- R/random.R | 17 ++-- R/velocity.R | 60 +++++++-------- man/gena.Rd | 87 +++++++++++----------- man/gena.crossover.Rd | 30 +++---- man/gena.hybrid.Rd | 25 +++--- man/gena.mating.Rd | 96 ++++++++++++------------ man/gena.mutation.Rd | 34 ++++---- man/gena.population.Rd | 27 +++--- man/genaDiff.Rd | 26 +++--- man/plot.gena.Rd | 4 - man/pso.Rd | 64 ++++++++-------- man/pso.nh.Rd | 20 ++--- man/pso.velocity.Rd | 54 ++++++------- man/rhypersphere.Rd | 17 ++-- src/mating.cpp | 5 - 27 files changed, 666 insertions(+), 629 deletions(-)
Title: Dynamic Time Warping Algorithms
Description: A comprehensive implementation of dynamic time warping
(DTW) algorithms in R. DTW computes the optimal (least cumulative
distance) alignment between points of two time series. Common DTW
variants covered include local (slope) and global (window)
constraints, subsequence matches, arbitrary distance definitions,
normalizations, minimum variance matching, and so on. Provides
cumulative distances, alignments, specialized plot styles, etc.,
as described in Giorgino (2009) <doi:10.18637/jss.v031.i07>.
Author: Toni Giorgino [aut, cre]
Maintainer: Toni Giorgino <toni.giorgino@gmail.com>
Diff between dtw versions 1.23-1 dated 2022-09-19 and 1.23-2 dated 2026-04-09
DESCRIPTION | 15 +++++++-------- MD5 | 30 +++++++++++++++--------------- R/dtw-package.R | 4 +--- R/dtw.R | 44 ++++++++++++++++++++++++++++++++++++++------ R/dtwDist.R | 4 ++-- build/partial.rdb |binary build/vignette.rds |binary inst/CITATION | 3 +-- inst/ChangeLog | 3 +++ inst/doc/dtw.pdf |binary man/dtw.Rd | 42 ++++++++++++++++++++++++++++++++++++++---- man/dtwDist.Rd | 4 ++-- man/dtwPlotDensity.Rd | 4 ++-- man/dtwPlotThreeWay.Rd | 4 ++-- man/dtwPlotTwoWay.Rd | 4 ++-- vignettes/dtw.bib | 14 +++++++------- 16 files changed, 120 insertions(+), 55 deletions(-)
Title: Comprehensive Science Mapping Analysis
Description: Tool for quantitative research in scientometrics and bibliometrics.
It implements the comprehensive workflow for science mapping analysis proposed in Aria M. and
Cuccurullo C. (2017) <doi:10.1016/j.joi.2017.08.007>.
'bibliometrix' provides various routines for importing bibliographic data from 'SCOPUS',
'Clarivate Analytics Web of Science' (<https://www.webofknowledge.com/>), 'Digital Science Dimensions'
(<https://www.dimensions.ai/>), 'OpenAlex' (<https://openalex.org/>), 'Cochrane Library' (<https://www.cochranelibrary.com/>), 'Lens' (<https://lens.org>),
and 'PubMed' (<https://pubmed.ncbi.nlm.nih.gov/>) databases, performing bibliometric analysis
and building networks for co-citation, coupling, scientific collaboration and co-word analysis.
Author: Massimo Aria [cre, aut, cph] ,
Corrado Cuccurullo [aut]
Maintainer: Massimo Aria <aria@unina.it>
Diff between bibliometrix versions 5.2.1 dated 2025-12-11 and 5.3.0 dated 2026-04-09
bibliometrix-5.2.1/bibliometrix/inst/biblioshiny/www/logo.jpg |only bibliometrix-5.2.1/bibliometrix/inst/biblioshiny/www/workflow.jpg |only bibliometrix-5.3.0/bibliometrix/DESCRIPTION | 22 bibliometrix-5.3.0/bibliometrix/MD5 | 153 bibliometrix-5.3.0/bibliometrix/NAMESPACE | 15 bibliometrix-5.3.0/bibliometrix/NEWS | 41 bibliometrix-5.3.0/bibliometrix/R/apiOA2df.R | 58 bibliometrix-5.3.0/bibliometrix/R/apply_citation_matching.R | 156 bibliometrix-5.3.0/bibliometrix/R/assignEvolutionColors.R | 248 bibliometrix-5.3.0/bibliometrix/R/authorBio.r | 64 bibliometrix-5.3.0/bibliometrix/R/authorProdOverTime.R | 2 bibliometrix-5.3.0/bibliometrix/R/biblioshiny.R | 23 bibliometrix-5.3.0/bibliometrix/R/bradford.R | 340 bibliometrix-5.3.0/bibliometrix/R/cocMatrix.R | 57 bibliometrix-5.3.0/bibliometrix/R/conceptualStructure.R | 4 bibliometrix-5.3.0/bibliometrix/R/convert2df.R | 2 bibliometrix-5.3.0/bibliometrix/R/countries.R | 2 bibliometrix-5.3.0/bibliometrix/R/couplingMap.R | 3 bibliometrix-5.3.0/bibliometrix/R/csvOA2df.R | 145 bibliometrix-5.3.0/bibliometrix/R/csvScopus2df.R | 42 bibliometrix-5.3.0/bibliometrix/R/fieldByYear.R | 2 bibliometrix-5.3.0/bibliometrix/R/histNetwork.R | 18 bibliometrix-5.3.0/bibliometrix/R/histPlot.R | 5 bibliometrix-5.3.0/bibliometrix/R/lifeCycle.R | 4 bibliometrix-5.3.0/bibliometrix/R/loadBookDataset.R |only bibliometrix-5.3.0/bibliometrix/R/lotka.R | 280 bibliometrix-5.3.0/bibliometrix/R/metaTagExtraction.R | 6 bibliometrix-5.3.0/bibliometrix/R/networkStat.R | 2 bibliometrix-5.3.0/bibliometrix/R/plotThematicEvolution.R | 222 bibliometrix-5.3.0/bibliometrix/R/rpys.R | 496 bibliometrix-5.3.0/bibliometrix/R/splitCommunities.R | 2 bibliometrix-5.3.0/bibliometrix/R/termExtraction.R | 4 bibliometrix-5.3.0/bibliometrix/R/thematicEvolution.R | 83 bibliometrix-5.3.0/bibliometrix/R/thematicMap.R | 198 bibliometrix-5.3.0/bibliometrix/R/zzz.R | 18 bibliometrix-5.3.0/bibliometrix/build/partial.rdb |binary bibliometrix-5.3.0/bibliometrix/data/countries.rda |binary bibliometrix-5.3.0/bibliometrix/inst/CITATION | 13 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/Htmlboxformat.R |only bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/biblioAI.R | 856 - bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/biblioShot.R | 2 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/contentAnalysisServer.R | 1320 +- bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/contentAnalysisUI.R | 304 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/cssTags.R | 117 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/helpContent.R | 712 + bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/hexagon.png |only bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/libraries.R | 5 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/openalex_api.R | 1068 + bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/pubmed_api.R | 10 bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/server.R | 6339 ++++++++-- bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/ui.R | 1576 +- bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/utils.R | 1277 +- bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/www/images |only bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/www/logo2.jpg |binary bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/www/logoAI.jpg |binary bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/www/table_DBformats.jpg |binary bibliometrix-5.3.0/bibliometrix/inst/biblioshiny/www/tall_logo.jpg |binary bibliometrix-5.3.0/bibliometrix/man/applyCitationMatching.Rd | 110 bibliometrix-5.3.0/bibliometrix/man/applyReferenceMatching.Rd |only bibliometrix-5.3.0/bibliometrix/man/assignEvolutionColors.Rd | 16 bibliometrix-5.3.0/bibliometrix/man/authorBio.Rd | 5 bibliometrix-5.3.0/bibliometrix/man/biblioshiny.Rd | 11 bibliometrix-5.3.0/bibliometrix/man/bradford.Rd | 24 bibliometrix-5.3.0/bibliometrix/man/countries.Rd | 2 bibliometrix-5.3.0/bibliometrix/man/get_authors_summary.Rd | 5 bibliometrix-5.3.0/bibliometrix/man/loadBookDataset.Rd |only bibliometrix-5.3.0/bibliometrix/man/lotka.Rd | 36 bibliometrix-5.3.0/bibliometrix/man/normalize_citations.Rd | 2 bibliometrix-5.3.0/bibliometrix/man/plotThematicEvolution.Rd | 4 bibliometrix-5.3.0/bibliometrix/man/rpys.Rd | 6 bibliometrix-5.3.0/bibliometrix/man/thematicEvolution.Rd | 6 bibliometrix-5.3.0/bibliometrix/man/thematicMap.Rd | 3 bibliometrix-5.3.0/bibliometrix/tests |only 73 files changed, 12749 insertions(+), 3797 deletions(-)
Title: 'Arrow' Database Connectivity ('ADBC') Driver Manager
Description: Provides a developer-facing interface to 'Arrow' Database
Connectivity ('ADBC') for the purposes of driver development, driver
testing, and building high-level database interfaces for users. 'ADBC'
<https://arrow.apache.org/adbc/> is an API standard for database access
libraries that uses 'Arrow' for result sets and query parameters.
Author: Dewey Dunnington [aut, cre] ,
Apache Arrow [aut, cph],
Apache Software Foundation [cph]
Maintainer: Dewey Dunnington <dewey@dunnington.ca>
Diff between adbcdrivermanager versions 0.22.0-2 dated 2026-03-25 and 0.23.0-1 dated 2026-04-09
DESCRIPTION | 6 MD5 | 58 src/Makevars | 5 src/Makevars.win | 5 src/c/driver/framework/base_driver.h | 9 src/c/driver/framework/connection.h | 21 src/c/driver/framework/objects.cc | 15 src/c/driver/framework/statement.h | 18 src/c/driver/framework/status.h | 101 src/c/driver/postgresql/bind_stream.h | 51 src/c/driver/postgresql/connection.cc | 8 src/c/driver/postgresql/copy/writer.h | 298 + src/c/driver/postgresql/database.cc | 20 src/c/driver/postgresql/error.h | 4 src/c/driver/postgresql/postgres_type.h | 6 src/c/driver/postgresql/postgresql.cc | 5 src/c/driver/postgresql/result_helper.cc | 21 src/c/driver/postgresql/result_reader.cc | 40 src/c/driver/postgresql/statement.cc | 5 src/c/driver/sqlite/sqlite.cc | 124 src/c/driver_manager/adbc_driver_manager.cc | 2687 +------------ src/c/driver_manager/adbc_driver_manager_api.cc |only src/c/driver_manager/adbc_driver_manager_driver_loading.cc |only src/c/driver_manager/adbc_driver_manager_internal.h |only src/c/driver_manager/adbc_driver_manager_profiles.cc |only src/c/driver_manager/current_arch.h | 2 src/c/include/arrow-adbc/adbc.h | 5 src/c/include/arrow-adbc/adbc_driver_manager.h | 180 src/c/vendor/nanoarrow/nanoarrow.c | 116 src/c/vendor/nanoarrow/nanoarrow.h | 138 src/c/vendor/nanoarrow/nanoarrow.hpp | 8 src/radbc.cc | 4 32 files changed, 1254 insertions(+), 2706 deletions(-)
More information about adbcdrivermanager at CRAN
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