Title: Spherical k-Means Clustering
Description: Algorithms to compute spherical k-means partitions.
Features several methods, including a genetic and a fixed-point
algorithm and an interface to the CLUTO vcluster program.
Author: Kurt Hornik [aut, cre] ,
Ingo Feinerer [aut] ,
Martin Kober [aut]
Maintainer: Kurt Hornik <Kurt.Hornik@R-project.org>
Diff between skmeans versions 0.2-20 dated 2026-03-26 and 0.2-21 dated 2026-10-11
DESCRIPTION | 9 ++++----- MD5 | 8 ++++---- R/skmeans.R | 21 --------------------- build/partial.rdb |binary man/skmeans.Rd | 20 -------------------- 5 files changed, 8 insertions(+), 50 deletions(-)
Title: Liquid Glass Design Themes for 'shiny' Applications
Description: Provides drop-in Liquid Glass themes for 'shiny'. Call
glass_theme() and pass the result as theme = to fluidPage(),
navbarPage(), or any 'bslib'-aware page function to get
translucent surfaces, backdrop blur, and system typography on
'Bootstrap' components. Includes light and dark presets with
runtime switching and an OS-following 'auto' mode, an iOS-style
intensity control from Ultra Clear to Tinted, optional
persistence of the look, named wallpaper scenes, helpers to
match 'ggplot2', 'plotly', 'gt', and 'DT' output to the glass pack,
a flatten mode for print and screenshots, and documented CSS tokens.
Author: Eric Anderson [aut, cre, cph]
Maintainer: Eric Anderson <eric.ray.anderson@gmail.com>
Diff between shinyglass versions 0.4.0 dated 2026-09-20 and 0.5.0 dated 2026-10-11
DESCRIPTION | 12 MD5 | 159 +- NAMESPACE | 3 NEWS.md | 239 +++ R/glass-accent.R | 35 R/glass-flatten.R | 10 R/glass-intensity.R | 48 R/glass-page.R | 47 R/glass-plots.R | 57 R/glass-react.R |only R/glass-theme.R | 409 ++++- R/glass-tokens.R | 124 + R/shinyglass-package.R | 166 +- README.md | 96 + build/vignette.rds |binary inst/WORDLIST | 43 inst/doc/compatibility.Rmd | 14 inst/doc/compatibility.html | 39 inst/doc/migrating.R |only inst/doc/migrating.Rmd |only inst/doc/migrating.html |only inst/doc/playground.Rmd | 7 inst/doc/playground.html | 5 inst/doc/shinychat.R |only inst/doc/shinychat.Rmd |only inst/doc/shinychat.html |only inst/doc/shinyglass.R |only inst/doc/shinyglass.Rmd |only inst/doc/shinyglass.html |only inst/doc/shinyreact.R |only inst/doc/shinyreact.Rmd |only inst/doc/shinyreact.html |only inst/doc/theming.R | 17 inst/doc/theming.Rmd | 56 inst/doc/theming.html | 69 inst/examples/_shared |only inst/examples/apple-glass-reference.R | 38 inst/examples/bslib-dashboard.R | 32 inst/examples/compat-glass.R |only inst/examples/demo-app.R | 28 inst/examples/inputs-gallery.R | 28 inst/examples/intensity-slider-demo.R | 6 inst/examples/shinychat-glass |only inst/examples/shinyreact-glass |only inst/js/glass-intensity-head.js |only inst/js/glass-ios27.js |only inst/js/shiny-glass.js | 539 +++++-- inst/js/shinyglass-react.js |only inst/scss/glass.scss | 2288 +++++++++++++++++++++++++++++--- man/dt_options_glass.Rd | 12 man/figures |only man/glass_accent_input.Rd | 24 man/glass_add_tokens.Rd | 9 man/glass_css_tokens.Rd | 11 man/glass_flatten.Rd | 8 man/glass_intensity_slider.Rd | 22 man/glass_page.Rd | 27 man/glass_page_react.Rd |only man/glass_plot_colors.Rd | 17 man/glass_plot_surface_input.Rd | 20 man/glass_preset_input.Rd | 20 man/glass_react_dependency.Rd |only man/glass_resolved_preset.Rd | 23 man/glass_scene_input.Rd | 20 man/glass_scenes.Rd | 13 man/glass_system_colors.Rd | 24 man/glass_theme.Rd | 91 + man/glass_theme_dependencies.Rd |only man/glass_theme_toggle.Rd | 23 man/glass_token_pack.Rd | 9 man/gt_theme_glass.Rd | 15 man/observe_glass.Rd | 37 man/observe_glass_accent.Rd | 30 man/observe_glass_intensity.Rd | 33 man/observe_glass_plot_surface.Rd | 42 man/observe_glass_preset_input.Rd | 33 man/observe_glass_scene.Rd | 41 man/observe_glass_theme_toggle.Rd | 33 man/plotly_glass.Rd | 14 man/shinyglass-package.Rd | 176 ++ man/theme_glass.Rd | 12 man/update_glass_theme.Rd | 27 tests/testthat/test-deploy-core5.R |only tests/testthat/test-glass-theme.R | 569 +++++++ tests/testthat/test-phone-preview.R |only tests/testthat/test-pkgdown-reference.R |only tests/testthat/test-shinyreact.R |only vignettes/compatibility.Rmd | 14 vignettes/migrating.Rmd |only vignettes/playground.Rmd | 7 vignettes/shinychat.Rmd |only vignettes/shinyglass.Rmd |only vignettes/shinyreact.Rmd |only vignettes/theming.Rmd | 56 94 files changed, 5454 insertions(+), 672 deletions(-)
Title: H3 Extension of 'DuckDB'
Description: Fast & memory-efficient functions to analyze and manipulate large
data sets. It leverages the fast analytical
capabilities of 'DuckDB' and its spatial extension (see <https://duckdb.org/community_extensions/extensions/h3>)
while maintaining compatibility with R’s spatial data ecosystem to
work with spatial vector data.
Author: Adrian Cidre Gonzalez [aut, cre] ,
Egor Kotov [aut] ,
Rafael H. M. Pereira [aut]
Maintainer: Adrian Cidre Gonzalez <adrian.cidre@gmail.com>
Diff between duckh3 versions 0.1.0 dated 2026-04-24 and 0.2.0 dated 2026-10-11
DESCRIPTION | 11 MD5 | 105 - NAMESPACE | 64 NEWS.md | 32 R/h3_extension.R | 224 +- R/h3_geom_to.R |only R/h3_get_resolution.R | 154 - R/h3_h3_to.R | 656 +++--- R/h3_hierarchy.R | 864 ++++---- R/h3_is.R | 460 ++-- R/h3_lonlat_to.R | 408 ++-- R/h3_points_to.R | 596 +++--- R/h3_templates.R | 679 ++++-- R/h3_vertex.R | 634 +++--- R/utils_not_exported.R | 494 +++-- README.md | 222 +- inst/extdata/example_pts.csv | 202 +- man/ddbh3_create_conn.Rd | 102 - man/ddbh3_geom_to.Rd |only man/ddbh3_get_child_pos.Rd | 174 - man/ddbh3_get_hierarchy.Rd | 374 +-- man/ddbh3_get_icosahedron_faces.Rd | 200 +- man/ddbh3_get_resolution.Rd | 182 - man/ddbh3_h3_to.Rd | 400 ++-- man/ddbh3_is.Rd | 342 +-- man/ddbh3_lonlat_to.Rd | 350 +-- man/ddbh3_points_to.Rd | 250 +- man/ddbh3_vertex.Rd | 390 +-- man/roxygen/templates/conn_null.R | 4 man/roxygen/templates/desc_formats.R | 8 man/roxygen/templates/h3.R | 4 man/roxygen/templates/h3vertex.R | 4 man/roxygen/templates/lat.R | 2 man/roxygen/templates/lon.R | 2 man/roxygen/templates/memory_limit_gb.R | 2 man/roxygen/templates/name.R | 8 man/roxygen/templates/nested.R | 6 man/roxygen/templates/new_column.R | 4 man/roxygen/templates/output.R | 20 man/roxygen/templates/overwrite.R | 4 man/roxygen/templates/quiet.R | 4 man/roxygen/templates/resolution.R | 4 man/roxygen/templates/returns_tbl.R | 18 man/roxygen/templates/threads.R | 2 man/roxygen/templates/x.R | 18 tests/testthat.R | 24 tests/testthat/setup.R | 22 tests/testthat/test-h3_geom_to.R |only tests/testthat/test-h3_get_resolution.R | 449 ++-- tests/testthat/test-h3_h3_to.R | 2114 ++++++++++----------- tests/testthat/test-h3_hierarchy.R | 3153 ++++++++++++++++---------------- tests/testthat/test-h3_is.R | 1814 +++++++++--------- tests/testthat/test-h3_lonlat_to.R | 1150 +++++------ tests/testthat/test-h3_points_to.R | 998 +++++----- tests/testthat/test-h3_vertex.R | 2400 ++++++++++++------------ 55 files changed, 10644 insertions(+), 10163 deletions(-)
Title: Meta Fuzzy Functions
Description: Implements Meta Fuzzy Functions (MFFs) for regression Tak and Ucan (2026) <doi:10.1016/j.asoc.2026.114592> by aggregating predictions from multiple base learners using membership weights learned in the prediction space of validation set. The package supports fuzzy and crisp meta-ensemble structures via Fuzzy C-Means (FCM) Tak (2018) <doi:10.1016/j.asoc.2018.08.009>, Possibilistic FCM (PFCM) Tak (2021) <doi:10.1016/j.ins.2021.01.024>, Gustafson–Kessel (GK) clustering, and k-means, and provides a workflow to (i) generate validation/test prediction matrices from common regression learners (linear and penalized regression via 'glmnet', random forests, gradient boosting with 'xgboost' and 'lightgbm'), (ii) fit cluster-wise meta fuzzy functions and compute membership-based weights, (iii) tune clustering-related hyperparameters (number of clusters/functions, fuzziness exponent, possibilistic regularization) via grid search on validation loss, and (iv) predict on new/test pre [...truncated...]
Author: Nihat Tak [aut, cre],
Sadik Coban [ctb]
Maintainer: Nihat Tak <nihattak@gmail.com>
Diff between MFF versions 0.2.4 dated 2026-08-31 and 0.2.5 dated 2026-10-11
DESCRIPTION | 8 +++--- MD5 | 22 +++++++++--------- NAMESPACE | 46 +++++++++++++++++++++++--------------- NEWS.md | 9 +++++++ R/mff.R | 5 ++-- R/tune.mff.R | 19 +++++++++------ build/partial.rdb |binary build/vignette.rds |binary inst/doc/mff-workflow.html | 4 +-- man/mff.Rd | 3 +- tests/testthat/test-mff-predict.R | 2 - tests/testthat/test-tune-mff.R | 36 +++++++++++++++++++++++++++++ 12 files changed, 109 insertions(+), 45 deletions(-)
Title: Measurement and Linear Hypothesis Models for Lambda Star
Description: Estimates intrinsic and captured noncentrality from parallel
measurements and evaluates the numerical parsimony functional for an
explicitly encoded hypothesis matrix, formula, or compatible linear model.
Includes common-case model comparisons, quantized entropy capacity,
controlled temperature integration, and explicit singularity diagnostics.
Uses manuscript projection estimates by default, with an explicit alternative
population estimator. Supports common nuisance adjustment and ordinary case
or cluster percentile bootstrap intervals, with diagnostics for undefined
estimates and preserved model coding.
Provides reusable row-bound design specifications and explicit conditional
term blocks, named linear restrictions, explicit predictor-grid contrasts,
and fixed or reevaluated basis recipes under a homogeneous isotropic
measurement-fluctuation assumption. Supports explicit known-reference
mean hypotheses and paired differences from parallel measurement pairs.
Encodes fixed person-by-oc [...truncated...]
Author: Mike Hammes [aut, cre, cph]
Maintainer: Mike Hammes <mike.hammes@mikehammes.name>
Diff between lambdastar versions 0.8.1 dated 2026-10-07 and 0.8.2 dated 2026-10-11
DESCRIPTION | 6 ++--- MD5 | 10 ++++---- NEWS.md | 13 ++++++++++ R/measurement.R | 13 ++++++---- README.md | 28 ++++++++++++++++++----- tests/cases/measurement.R | 55 ++++++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 106 insertions(+), 19 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2025-07-01 1.1
2024-12-05 1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2026-09-27 1.0.0
2026-05-20 0.9.8
2026-04-28 0.9.7
Title: Prophet Modelling Interface for 'fable'
Description: Allows prophet models from the 'prophet' package to be used in a tidy workflow with the modelling interface of 'fabletools'. This extends 'prophet' to provide enhanced model specification and management, performance evaluation methods, and model combination tools.
Author: Mitchell O'Hara-Wild [aut, cre],
Sean Taylor [ctb] ,
Ben Letham [ctb]
Maintainer: Mitchell O'Hara-Wild <mail@mitchelloharawild.com>
Diff between fable.prophet versions 0.1.1 dated 2026-10-02 and 1.0.0 dated 2026-10-11
DESCRIPTION | 14 MD5 | 42 +- NAMESPACE | 3 NEWS.md | 30 ++ R/model.R | 462 ++++++++++++++++++++++++++----- R/prophet.R | 1 README.md | 85 +++-- inst/doc/intro.R | 24 + inst/doc/intro.Rmd | 42 ++ inst/doc/intro.html | 95 +++++- man/components.fbl_prophet.Rd | 5 man/fable.prophet-package.Rd | 1 man/figures/README-components-plot-1.png |binary man/figures/README-components-plot-2.png |binary man/figures/README-fable-1.png |binary man/figures/README-plot-1.png |binary man/forecast.fbl_prophet.Rd | 13 man/generate.fbl_prophet.Rd |only man/prophet.Rd | 83 +++++ man/refit.fbl_prophet.Rd |only man/tidy.fbl_prophet.Rd | 10 tests/testthat/test-prophet.R | 324 +++++++++++++++++++++ vignettes/intro.Rmd | 42 ++ 23 files changed, 1124 insertions(+), 152 deletions(-)