Title: Read 'CEP' and Legacy 'CANOCO' Files
Description: Read Condensed Cornell Ecology Program ('CEP') and legacy
'CANOCO' files into R data frames.
Author: Jari Oksanen [aut, cre] ,
Gavin L. Simpson [aut]
Maintainer: Jari Oksanen <jhoksane@gmail.com>
Diff between cepreader versions 1.2-2 dated 2023-06-25 and 1.3-0 dated 2026-03-04
DESCRIPTION | 11 ++++---- MD5 | 15 ++++++------ R/readCEP.R | 42 ++++++++++++++++++++++------------ inst/NEWS.md | 10 ++++++++ inst/README.md |only man/readCEP.Rd | 33 +++++++++++++++++--------- src/Makefile | 1 src/Makefile.win | 3 -- tests/Examples/cepreader-Ex.Rout.save | 19 +++++++++++---- 9 files changed, 90 insertions(+), 44 deletions(-)
Title: Tidy and Streamlined Metabolomics Data Workflows
Description: Facilitate tasks typically encountered during metabolomics data analysis including data import, filtering, missing value imputation (Stacklies et al. (2007) <doi:10.1093/bioinformatics/btm069>, Stekhoven et al. (2012) <doi:10.1093/bioinformatics/btr597>, Tibshirani et al. (2017) <doi:10.18129/B9.BIOC.IMPUTE>, Troyanskaya et al. (2001) <doi:10.1093/bioinformatics/17.6.520>), normalization (Bolstad et al. (2003) <doi:10.1093/bioinformatics/19.2.185>, Dieterle et al. (2006) <doi:10.1021/ac051632c>, Zhao et al. (2020) <doi:10.1038/s41598-020-72664-6>) transformation, centering and scaling (Van Den Berg et al. (2006) <doi:10.1186/1471-2164-7-142>) as well as statistical tests and plotting. 'metamorphr' introduces a tidy (Wickham et al. (2019) <doi:10.21105/joss.01686>) format for metabolomics data and is designed to make it easier to build elaborate analysis workflows and to integrate them with 'tidyverse' packages including 'dplyr' and [...truncated...]
Author: Yannik Schermer [aut, cre, cph]
Maintainer: Yannik Schermer <yannik.schermer@chem.rptu.de>
Diff between metamorphr versions 0.2.0 dated 2025-10-09 and 0.3.0 dated 2026-03-04
DESCRIPTION | 18 ++++----- MD5 | 57 +++++++++++++++++------------- NAMESPACE | 3 + NEWS.md | 12 +++++- R/internal_functions.R | 14 ++++++- R/io.R | 7 ++- R/metamorphr-package.R | 1 R/misc.R | 33 ----------------- R/msn.R |only R/normalize.R | 2 - R/sysdata.rda |binary README.md | 6 +-- inst/doc/conjugate-screening.R | 2 - inst/doc/conjugate-screening.Rmd | 4 +- inst/doc/conjugate-screening.html | 10 ++--- inst/doc/metamorphr.html | 2 - man/calc_neutral_loss.Rd | 6 ++- man/figures/lifecycle-deprecated.svg |only man/figures/lifecycle-experimental.svg |only man/figures/lifecycle-stable.svg |only man/figures/lifecycle-superseded.svg |only man/figures/logo.png |binary man/metamorphr-package.Rd | 1 man/msn_calc_nl.Rd |only man/msn_scale.Rd |only man/normalize_pqn.Rd | 2 - man/read_mgf.Rd | 7 ++- tests/testthat/data/test_read_mgf_tab.mgf |only tests/testthat/test-calc_neutral_loss.R | 14 +++++-- tests/testthat/test-filter_neutral_loss.R | 12 +++--- tests/testthat/test-msn_scale.R |only tests/testthat/test-normalize_pqn.R | 41 +++++++++------------ tests/testthat/test-read_mgf.R | 7 +++ vignettes/conjugate-screening.Rmd | 4 +- 34 files changed, 141 insertions(+), 124 deletions(-)
Title: Credential Chain for Seamless 'OAuth 2.0' Authentication to
'Azure Services'
Description: Implements a credential chain for 'Azure OAuth 2.0' authentication
based on the package 'httr2''s 'OAuth' framework. Sequentially attempts authentication
methods until one succeeds. During development allows interactive
browser-based flows ('Device Code' and 'Auth Code' flows) and non-interactive
flow ('Client Secret') in batch mode.
Author: Pedro Baltazar [aut, cre]
Maintainer: Pedro Baltazar <pedrobtz@gmail.com>
Diff between azr versions 0.3.0 dated 2026-02-17 and 0.3.1 dated 2026-03-04
DESCRIPTION | 6 MD5 | 38 ++-- NEWS.md | 4 R/credential-azure-cli.R | 199 +++++++++++------------ R/credential-interactive.R | 339 +++++++++++++++++++++++++--------------- R/credential.R | 10 - R/default-credential.R | 6 R/defaults.R | 4 R/zzz.R | 2 man/AuthCodeCredential.Rd | 51 ------ man/AzureCLICredential.Rd | 22 ++ man/DeviceCodeCredential.Rd | 51 ------ man/InteractiveCredential.Rd | 112 +++++++++++++ man/az_cli_account_show.Rd | 13 - man/az_cli_get_cached_token.Rd | 15 - man/az_cli_get_token.Rd | 18 -- man/az_cli_is_login.Rd | 11 - man/az_cli_login.Rd | 13 - man/az_cli_logout.Rd | 7 man/default_credential_chain.Rd | 2 20 files changed, 499 insertions(+), 424 deletions(-)
Title: Access Data from the 'Kolada' Database
Description: Methods for downloading and processing data and metadata from 'Kolada', the official Swedish regions and municipalities database <https://www.kolada.se/>.
Author: Love Hansson [aut, cre, cph]
Maintainer: Love Hansson <love.hansson@gmail.com>
Diff between rKolada versions 0.2.3 dated 2024-05-14 and 0.3.0 dated 2026-03-04
DESCRIPTION | 19 MD5 | 123 +- NAMESPACE | 72 - NEWS.md | 109 +- R/aaa_utils.R | 196 ++-- R/available.R | 66 - R/data.R | 705 ++++++++------- R/glue.R | 126 +- R/higher_order_metadata.R | 48 - R/kpi.R | 476 ++++------ R/kpi_groups.R | 288 +++--- R/metadata.R | 611 +++++++------ R/municipality.R | 364 +++----- R/municipality_grp.R | 284 +++--- R/ou.R | 90 - R/rKolada.R | 26 R/table_specs.R | 10 README.md | 80 - build/vignette.rds |binary inst/doc/a-quickstart-rkolada.R | 142 +-- inst/doc/a-quickstart-rkolada.Rmd | 288 +++--- inst/doc/a-quickstart-rkolada.html | 1088 ++++++++++++------------ inst/doc/introduction-to-rkolada.R | 228 ++--- inst/doc/introduction-to-rkolada.Rmd | 448 ++++----- inst/doc/introduction-to-rkolada.html | 1536 +++++++++++++++++----------------- man/allowed_entities.Rd | 30 man/compose_data_query.Rd | 98 +- man/compose_metadata_query.Rd | 87 + man/generate_kpi_metadata.Rd | 34 man/get_kpi.Rd | 194 ++-- man/get_metadata.Rd | 131 +- man/get_values.Rd | 156 +-- man/kolada_available.Rd | 24 man/kpi_bind_keywords.Rd | 64 - man/kpi_describe.Rd | 72 - man/kpi_extract_ids.Rd | 80 - man/kpi_grp_describe.Rd | 72 - man/kpi_grp_extract_ids.Rd | 40 man/kpi_grp_search.Rd | 80 - man/kpi_grp_unnest.Rd | 76 - man/kpi_minimize.Rd | 55 - man/kpi_search.Rd | 88 - man/municipality_extract_ids.Rd | 62 - man/municipality_grp_describe.Rd | 74 - man/municipality_grp_extract_ids.Rd | 40 man/municipality_grp_search.Rd | 50 - man/municipality_grp_unnest.Rd | 80 - man/municipality_id_to_name.Rd | 76 - man/municipality_name_to_id.Rd | 78 - man/municipality_search.Rd | 86 - man/ou_search.Rd | 86 - man/pipe.Rd | 26 man/values_legend.Rd | 48 - man/values_minimize.Rd | 64 - tests/testthat.R | 8 tests/testthat/test-api-live.R |only tests/testthat/test-api-mocked.R |only tests/testthat/test-data-helpers.R |only tests/testthat/test-groups.R |only tests/testthat/test-kpi.R |only tests/testthat/test-municipality.R |only tests/testthat/test-query-composers.R |only tests/testthat/test-search.R |only tests/testthat/test-utils.R |only tests/testthat/test_api.R | 12 vignettes/a-quickstart-rkolada.Rmd | 288 +++--- vignettes/introduction-to-rkolada.Rmd | 448 ++++----- 67 files changed, 5240 insertions(+), 5090 deletions(-)
Title: Holistic Multimodel Domain Analysis for Exploratory Machine
Learning
Description: Holistic Multimodel Domain Analysis (HMDA) is a robust and transparent framework designed for exploratory machine learning research, aiming to enhance the process of feature assessment and selection. HMDA addresses key limitations of traditional machine learning methods by evaluating the consistency across multiple high-performing models within a fine-tuned modeling grid, thereby improving the interpretability and reliability of feature importance assessments. Specifically, it computes Weighted Mean SHapley Additive exPlanations (WMSHAP), which aggregate feature contributions from multiple models based on weighted performance metrics. HMDA also provides confidence intervals to demonstrate the stability of these feature importance estimates. This framework is particularly beneficial for analyzing complex, multidimensional datasets common in health research, supporting reliable exploration of mental health outcomes such as suicidal ideation, suicide attempts, and other psychological cond [...truncated...]
Author: E. F. Haghish [aut, cre, cph]
Maintainer: E. F. Haghish <haghish@hotmail.com>
Diff between HMDA versions 0.2.0 dated 2026-02-16 and 0.3.0 dated 2026-03-04
DESCRIPTION | 8 ++++---- MD5 | 22 ++++++++++++---------- NAMESPACE | 2 ++ R/hmda.best.models.R | 10 +++++----- R/hmda.domain.R | 7 +++---- R/hmda.grid.R | 2 ++ R/hmda.plot.R | 16 ++++++++-------- R/hmda.plot.metrics.R | 44 +++++++++++++++++++++++--------------------- R/hmda.row.plot.R |only man/hmda.best.models.Rd | 10 +++++----- man/hmda.domain.Rd | 7 +++---- man/hmda.plot.metrics.Rd | 31 +++++++++++++++++-------------- man/hmda.row.plot.Rd |only 13 files changed, 84 insertions(+), 75 deletions(-)
Title: Interface for the 'Finnish Biodiversity Information Facility'
API
Description: A programmatic interface to the 'Finnish Biodiversity Information
Facility' ('FinBIF') API (<https://api.laji.fi>). 'FinBIF' aggregates
Finnish biodiversity data from multiple sources in a single open access
portal for researchers, citizen scientists, industry and government.
'FinBIF' allows users of biodiversity information to find, access, combine
and visualise data on Finnish plants, animals and microorganisms. The
'finbif' package makes the publicly available data in 'FinBIF' easily
accessible to programmers. Biodiversity information is available on taxonomy
and taxon occurrence. Occurrence data can be filtered by taxon, time,
location and other variables. The data accessed are conveniently
preformatted for subsequent analyses.
Author: Finnish Museum of Natural History - Luomus [cph] ,
Finnish Biodiversity Information Facility [cph] ,
William K. Morris [aut, cre]
Maintainer: William K. Morris <willi@mmorris.email>
Diff between finbif versions 0.9.12 dated 2026-01-27 and 0.9.13 dated 2026-03-04
DESCRIPTION | 8 MD5 | 86 NAMESPACE | 15 NEWS.md | 22 R/api_get.R | 123 R/finbif-package.R | 2 R/finbif_check_taxa.R | 4 R/finbif_collections.R | 14 R/finbif_occurrence.R | 10 R/finbif_occurrence_load.R | 37 R/finbif_records.R | 2 R/finbif_request_token.R | 58 R/finbif_taxa.R | 2 R/sysdata.R | 13 R/utils.R | 23 R/zzz.R | 2 README.md | 2 man/finbif-package.Rd | 2 tests/fixtures/finbif_cache_db_timeout.yml | 100 tests/fixtures/finbif_cache_file_timeout.yml | 100 tests/fixtures/finbif_cache_timeout.yml | 100 tests/fixtures/finbif_check_taxa.yml | 36 tests/fixtures/finbif_collections.yml | 2987 +++++-- tests/fixtures/finbif_informal_groups.yml | 6 tests/fixtures/finbif_last_mod1.yml | 8 tests/fixtures/finbif_last_mod2.yml | 8 tests/fixtures/finbif_last_mod3.yml | 8 tests/fixtures/finbif_metadata.yml | 482 - tests/fixtures/finbif_occurrence.yml | 3884 ++++++---- tests/fixtures/finbif_occurrence_aggregate.yml | 101 tests/fixtures/finbif_occurrence_api_error.yml | 16 tests/fixtures/finbif_occurrence_compute_var_from_id_zero_rows.yml | 3027 +++++-- tests/fixtures/finbif_occurrence_dates.yml | 217 tests/fixtures/finbif_occurrence_load.yml | 392 - tests/fixtures/finbif_occurrence_print.yml | 24 tests/fixtures/finbif_occurrence_select_local_area.yml | 8 tests/fixtures/finbif_taxa.yml | 40 tests/testthat/_snaps/caching.md | 93 tests/testthat/_snaps/finbif_collections.md | 546 - tests/testthat/_snaps/finbif_metadata.md | 1 tests/testthat/_snaps/finbif_occurrence.md | 110 tests/testthat/_snaps/finbif_occurrence_load.md | 6 tests/testthat/test-finbif_request_token.R | 29 tests/testthat/test-finbif_taxa.R | 6 44 files changed, 8493 insertions(+), 4267 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2026-01-19 1.6.2
2025-11-11 1.6.1
2025-07-29 1.6.0
2025-06-12 1.5.3
2025-05-04 1.5.2
2025-05-01 1.5.1
2025-03-17 1.5.0
2024-01-21 1.4.0
2023-09-11 1.3.0
2023-01-08 1.2.0
2022-06-10 1.1.0
2021-11-06 1.0.6
2021-10-29 1.0.5
2021-10-25 1.0.4
2021-09-03 1.0.3
2021-04-21 1.0.2
2021-03-02 1.0.1
2021-03-01 1.0.0
Title: Optimal Histogram Binning Using Shimazaki-Shinomoto Method
Description: Implements the Shimazaki-Shinomoto method for optimizing the
bin width of a histogram. This method minimizes the mean integrated
squared error (MISE) and features a 'C++' backend for high performance
and shift-averaging to remove edge-position bias. Ideally suits for
time-dependent rate estimation and identifying intrinsic data
structures. Supports both 1D and 2D data distributions. For more
details see Shimazaki and Shinomoto (2007) "A Method for Selecting the
Bin Size of a Time Histogram" <doi:10.1162/neco.2007.19.6.1503>.
Author: Daniil Popov [aut, cre]
Maintainer: Daniil Popov <popov.daniil@gmail.com>
Diff between sshist versions 0.1.2 dated 2026-02-13 and 0.1.3 dated 2026-03-04
DESCRIPTION | 21 +++++++++++---------- MD5 | 14 +++++++------- NEWS.md | 15 +++++++++++++++ R/sshist.R | 18 +++++++++--------- README.md | 14 +++++++++++--- inst/doc/introduction.html | 12 ++++++------ man/figures/README-example-1d-1.png |binary man/figures/README-example-1d-ggplot-1.png |binary 8 files changed, 59 insertions(+), 35 deletions(-)
Title: A 'HTTP' Server Graphics Device
Description: A graphics device for R that is accessible via network protocols.
This package was created to make it easier to embed live R graphics in
integrated development environments and other applications.
The included 'HTML/JavaScript' client (plot viewer) aims to provide a better overall user experience when dealing with R graphics.
The device asynchronously serves graphics via 'HTTP' and 'WebSockets'.
Author: Florian Rupprecht [aut, cre] ,
Kun Ren [ctb],
Jeroen Ooms [ctb]
Maintainer: Florian Rupprecht <floruppr@gmail.com>
This is a re-admission after prior archival of version 2.0.4 dated 2025-03-15
Diff between httpgd versions 2.0.4 dated 2025-03-15 and 2.1.4 dated 2026-03-04
httpgd-2.0.4/httpgd/cleanup |only httpgd-2.0.4/httpgd/configure |only httpgd-2.0.4/httpgd/configure.win |only httpgd-2.0.4/httpgd/inst/licenses/belle-MIT.txt |only httpgd-2.0.4/httpgd/inst/licenses/material-design-icons-Apache-2-0.txt |only httpgd-2.0.4/httpgd/inst/www/18c7a89e30a180cb.svg |only httpgd-2.0.4/httpgd/inst/www/199bb9cab408c177.png |only httpgd-2.0.4/httpgd/inst/www/e13eb9df618a2fbe.png |only httpgd-2.0.4/httpgd/inst/www/style.css |only httpgd-2.0.4/httpgd/src/Makevars.in |only httpgd-2.0.4/httpgd/src/Makevars.ucrt |only httpgd-2.0.4/httpgd/tools |only httpgd-2.1.4/httpgd/DESCRIPTION | 21 httpgd-2.1.4/httpgd/LICENSE.note | 13 httpgd-2.1.4/httpgd/MD5 | 183 - httpgd-2.1.4/httpgd/NAMESPACE | 42 httpgd-2.1.4/httpgd/NEWS.md | 194 - httpgd-2.1.4/httpgd/R/httpgd-package.R | 34 httpgd-2.1.4/httpgd/R/httpgd.R | 926 ++--- httpgd-2.1.4/httpgd/README.md | 146 httpgd-2.1.4/httpgd/build/vignette.rds |binary httpgd-2.1.4/httpgd/inst/doc/a00_installation.Rmd | 55 httpgd-2.1.4/httpgd/inst/doc/a00_installation.html | 749 ++-- httpgd-2.1.4/httpgd/inst/doc/a01_how-to-get-started.Rmd | 113 httpgd-2.1.4/httpgd/inst/doc/a01_how-to-get-started.html | 869 ++--- httpgd-2.1.4/httpgd/inst/doc/b01_vscode.Rmd | 28 httpgd-2.1.4/httpgd/inst/doc/b01_vscode.html | 533 +-- httpgd-2.1.4/httpgd/inst/doc/b02_rstudio.Rmd | 109 httpgd-2.1.4/httpgd/inst/doc/b02_rstudio.html | 790 ++-- httpgd-2.1.4/httpgd/inst/doc/b03_docker.Rmd | 164 httpgd-2.1.4/httpgd/inst/doc/b03_docker.html | 847 ++-- httpgd-2.1.4/httpgd/inst/doc/c01_httpgd-api.R | 20 httpgd-2.1.4/httpgd/inst/doc/c01_httpgd-api.Rmd | 413 +- httpgd-2.1.4/httpgd/inst/doc/c01_httpgd-api.html | 1703 ++++------ httpgd-2.1.4/httpgd/inst/licenses/CrowCpp-BSD-3-Clause.txt | 64 httpgd-2.1.4/httpgd/inst/www/bundle.js | 15 httpgd-2.1.4/httpgd/inst/www/favicon-16x16.png |only httpgd-2.1.4/httpgd/inst/www/favicon-32x32.png |only httpgd-2.1.4/httpgd/inst/www/favicon.svg |only httpgd-2.1.4/httpgd/inst/www/index.css |only httpgd-2.1.4/httpgd/inst/www/index.html | 18 httpgd-2.1.4/httpgd/man/figures/httpgd_icon.svg | 666 +-- httpgd-2.1.4/httpgd/man/figures/httpgd_logo.svg | 1046 +++--- httpgd-2.1.4/httpgd/man/figures/httpgd_structure.svg | 1340 +++---- httpgd-2.1.4/httpgd/man/hgd.Rd | 194 - httpgd-2.1.4/httpgd/man/hgd_browse.Rd | 62 httpgd-2.1.4/httpgd/man/hgd_close.Rd | 70 httpgd-2.1.4/httpgd/man/hgd_details.Rd | 70 httpgd-2.1.4/httpgd/man/hgd_generate_token.Rd | 42 httpgd-2.1.4/httpgd/man/hgd_url.Rd | 112 httpgd-2.1.4/httpgd/man/hgd_view.Rd | 56 httpgd-2.1.4/httpgd/man/hgd_watch.Rd | 127 httpgd-2.1.4/httpgd/man/httpgd-package.Rd | 58 httpgd-2.1.4/httpgd/src/Makevars |only httpgd-2.1.4/httpgd/src/Makevars.win | 18 httpgd-2.1.4/httpgd/src/httpgd.cpp | 6 httpgd-2.1.4/httpgd/src/httpgd_rng.cpp | 19 httpgd-2.1.4/httpgd/src/httpgd_version.h | 2 httpgd-2.1.4/httpgd/src/httpgd_webserver.cpp | 127 httpgd-2.1.4/httpgd/src/httpgd_webserver.h | 10 httpgd-2.1.4/httpgd/src/lib/crow.h | 1 httpgd-2.1.4/httpgd/src/lib/crow/TinySHA1.hpp | 359 +- httpgd-2.1.4/httpgd/src/lib/crow/app.h | 452 +- httpgd-2.1.4/httpgd/src/lib/crow/ci_map.h | 6 httpgd-2.1.4/httpgd/src/lib/crow/common.h | 29 httpgd-2.1.4/httpgd/src/lib/crow/compression.h | 2 httpgd-2.1.4/httpgd/src/lib/crow/exceptions.h |only httpgd-2.1.4/httpgd/src/lib/crow/http_connection.h | 116 httpgd-2.1.4/httpgd/src/lib/crow/http_parser_merged.h | 38 httpgd-2.1.4/httpgd/src/lib/crow/http_request.h | 20 httpgd-2.1.4/httpgd/src/lib/crow/http_response.h | 28 httpgd-2.1.4/httpgd/src/lib/crow/http_server.h | 117 httpgd-2.1.4/httpgd/src/lib/crow/json.h | 149 httpgd-2.1.4/httpgd/src/lib/crow/logging.h | 2 httpgd-2.1.4/httpgd/src/lib/crow/middleware.h | 10 httpgd-2.1.4/httpgd/src/lib/crow/middlewares/cors.h | 47 httpgd-2.1.4/httpgd/src/lib/crow/middlewares/session.h | 42 httpgd-2.1.4/httpgd/src/lib/crow/mime_types.h | 1 httpgd-2.1.4/httpgd/src/lib/crow/multipart.h | 46 httpgd-2.1.4/httpgd/src/lib/crow/multipart_view.h |only httpgd-2.1.4/httpgd/src/lib/crow/mustache.h | 206 + httpgd-2.1.4/httpgd/src/lib/crow/parser.h | 1 httpgd-2.1.4/httpgd/src/lib/crow/query_string.h | 41 httpgd-2.1.4/httpgd/src/lib/crow/routing.h | 307 + httpgd-2.1.4/httpgd/src/lib/crow/settings.h | 24 httpgd-2.1.4/httpgd/src/lib/crow/socket_adaptors.h | 61 httpgd-2.1.4/httpgd/src/lib/crow/task_timer.h | 105 httpgd-2.1.4/httpgd/src/lib/crow/utility.h | 85 httpgd-2.1.4/httpgd/src/lib/crow/version.h | 2 httpgd-2.1.4/httpgd/src/lib/crow/websocket.h | 144 httpgd-2.1.4/httpgd/src/unigd_impl.cpp | 6 httpgd-2.1.4/httpgd/src/unigd_impl.h | 2 httpgd-2.1.4/httpgd/tests/testthat.R | 8 httpgd-2.1.4/httpgd/tests/testthat/helper-server.R | 36 httpgd-2.1.4/httpgd/tests/testthat/test-security.R | 30 httpgd-2.1.4/httpgd/tests/testthat/test-server.R | 303 - httpgd-2.1.4/httpgd/vignettes/a00_installation.Rmd | 55 httpgd-2.1.4/httpgd/vignettes/a01_how-to-get-started.Rmd | 113 httpgd-2.1.4/httpgd/vignettes/b01_vscode.Rmd | 28 httpgd-2.1.4/httpgd/vignettes/b02_rstudio.Rmd | 109 httpgd-2.1.4/httpgd/vignettes/b03_docker.Rmd | 164 httpgd-2.1.4/httpgd/vignettes/c01_httpgd-api.Rmd | 413 +- 102 files changed, 8181 insertions(+), 7601 deletions(-)
Title: Tools to Use and Explore the 'BioTIME' Database
Description: The 'BioTIME' database was first published in
2018 and inspired ideas, questions, project and research
article. To make it even more accessible, an R package
was created.
The 'BioTIMEr' package provides tools designed to interact with the
'BioTIME' database. The functions provided include the 'BioTIME' recommended
methods for preparing (gridding and rarefaction) time series data, a
selection of standard biodiversity metrics (including species richness,
numerical abundance and exponential Shannon) alongside examples on how to
display change over time. It also includes a sample subset of both the query
and meta data, the full versions of which are freely available on the 'BioTIME'
website <https://biotime.st-andrews.ac.uk/home.php>.
Author: Alban Sagouis [aut, cre] ,
Faye Moyes [aut] ,
Ines S. Martins [aut, rev] ,
Shane A. Blowes [ctb] ,
Viviana Brambilla [ctb] ,
Cher F. Y. Chow [ctb] ,
Ada Fontrodona-Eslava [ctb] ,
Laura Antao [ctb, rev] ,
Jonathan M. Chase [fnd] ,
Maria Dornelas [fnd, [...truncated...]
Maintainer: Alban Sagouis <alban.sagouis@idiv.de>
Diff between BioTIMEr versions 0.3.1 dated 2026-02-10 and 0.3.2 dated 2026-03-04
DESCRIPTION | 9 - MD5 | 18 +- NEWS.md | 8 - R/data.R | 2 data/BTsubset_data.RData |binary data/BTsubset_meta.RData |binary inst/doc/introduction.html | 244 +++++++++++++++++++++++++++------ man/BTsubset_meta.Rd | 2 tests/testthat/testdata/data-meta.rds |binary tests/testthat/testdata/data-query.rds |binary 10 files changed, 224 insertions(+), 59 deletions(-)
More information about ExpressionCellNet at CRAN
Permanent link
Title: Regression Data Analysis System
Description: Perform a supervised data analysis on a database through a 'shiny' graphical interface. It includes methods such as linear regression, penalized regression, k-nearest neighbors, decision trees, ada boosting, extreme gradient boosting, random forest, neural networks, deep learning and support vector machines.
Author: Oldemar Rodriguez [aut, cre],
Andres Navarro D. [ctb, prg],
Diego Jimenez A. [ctb, prg],
Ariel Arroyo S. [ctb, prg],
Joseline Quiros M. [ctb, prg],
Alejandro Vargas V. [ctb, prg],
Jennifer Lobo V. [ctb, prg]
Maintainer: Oldemar Rodriguez <oldemar.rodriguez@ucr.ac.cr>
This is a re-admission after prior archival of version 4.0.7 dated 2025-12-22
Diff between regressoR versions 4.0.7 dated 2025-12-22 and 4.0.8 dated 2026-03-04
DESCRIPTION | 6 MD5 | 16 R/mod_ind_nuevos.R | 1684 +++++++++++++++++++++++------------------------ R/mod_ind_nuevos_utils.R | 114 +-- R/mod_information_page.R | 76 +- R/mod_model_boost_fct.R | 240 +++--- R/mod_model_rndf_fct.R | 308 ++++---- R/regressoR.R | 4 man/regressoR.Rd | 4 9 files changed, 1226 insertions(+), 1226 deletions(-)
Title: Predictive Data Analysis System
Description: Perform a supervised data analysis on a database through a 'shiny' graphical interface. It includes methods such as K-Nearest Neighbors, Decision Trees, ADA Boosting, Extreme Gradient Boosting, Random Forest, Neural Networks, Deep Learning, Support Vector Machines and Bayesian Methods.
Author: Oldemar Rodriguez [aut, cre],
Diego Jimenez [ctb, prg],
Andres Navarro [ctb, prg],
Jennifer Lobo [ctb, prg]
Maintainer: Oldemar Rodriguez <oldemar.rodriguez@ucr.ac.cr>
This is a re-admission after prior archival of version 4.1.6 dated 2025-12-22
Diff between predictoR versions 4.1.6 dated 2025-12-22 and 4.1.7 dated 2026-03-04
DESCRIPTION | 6 MD5 | 8 R/mod_models_utils.R | 1124 +++++++++++++++++++++++++-------------------------- R/predictoR.R | 4 man/predictoR.Rd | 4 5 files changed, 573 insertions(+), 573 deletions(-)
Title: Nonparametric Methods for Generating High Quality Comparative
Effectiveness Evidence
Description: Implements novel nonparametric approaches to address
biases and confounding when comparing treatments or exposures in
observational studies of outcomes. While designed and appropriate for use
in studies involving medicine and the life sciences, the package can be
used in other situations involving outcomes with multiple confounders.
The package implements a family of methods for non-parametric bias correction
when comparing treatments in observational studies, including survival
analysis settings, where competing risks and/or censoring may be present.
The approach extends to bias-corrected personalized predictions of treatment
outcome differences, and analysis of heterogeneity of treatment effect-sizes
across patient subgroups. For further details, please see:
Lauve NR, Nelson SJ, Young SS, Obenchain RL, Lambert CG. LocalControl:
An R Package for Comparative Safety and Effectiveness Research.
Journal of Statistical Software. 2020. p. 1–32. Available from <doi:10.18637/jss.v096.i04&g [...truncated...]
Author: Nicolas R. Lauve [aut] ,
Stuart J. Nelson [aut] ,
S. Stanley Young [aut] ,
Robert L. Obenchain [aut] ,
Melania Pintilie [ctb],
Martin Kutz [ctb],
Christophe G. Lambert [aut, cre]
Maintainer: Christophe G. Lambert <cglambert@salud.unm.edu>
Diff between LocalControl versions 1.1.4 dated 2024-09-04 and 1.1.7 dated 2026-03-04
LocalControl-1.1.4/LocalControl/inst/doc/LocalControl-jss-2020.R |only LocalControl-1.1.4/LocalControl/inst/doc/LocalControl-jss-2020.Rnw |only LocalControl-1.1.4/LocalControl/vignettes/LocalControl-jss-2020.Rnw |only LocalControl-1.1.4/LocalControl/vignettes/LocalControl.bib |only LocalControl-1.1.4/LocalControl/vignettes/calcs |only LocalControl-1.1.7/LocalControl/DESCRIPTION | 25 ++-- LocalControl-1.1.7/LocalControl/MD5 | 61 +++++----- LocalControl-1.1.7/LocalControl/NEWS.md | 24 +++ LocalControl-1.1.7/LocalControl/build/vignette.rds |binary LocalControl-1.1.7/LocalControl/inst/doc/LocalControl-jss-2020.pdf |binary LocalControl-1.1.7/LocalControl/inst/doc/LocalControl-jss-2020.pdf.asis |only LocalControl-1.1.7/LocalControl/inst/vignette-source |only LocalControl-1.1.7/LocalControl/src/LocalControl.cpp | 5 LocalControl-1.1.7/LocalControl/vignettes/LocalControl-jss-2020.pdf.asis |only 14 files changed, 71 insertions(+), 44 deletions(-)
Title: Inflation Adjustment for Historical Currency Values
Description: Convert historical monetary values into their present-day equivalents
using bundled CPI (Consumer Price Index) and GDP deflator data sourced from the
World Bank Development Indicators. Supports British pounds (GBP), Australian
dollars (AUD), US dollars (USD), Euro (EUR), Canadian dollars (CAD), Japanese
yen (JPY), Chinese yuan (CNY), Swiss francs (CHF), New Zealand dollars (NZD),
Indian rupees (INR), South Korean won (KRW), Brazilian reais (BRL), and
Norwegian krone (NOK). Currency codes and country names are both accepted as
input.
Author: Charles Coverdale [aut, cre]
Maintainer: Charles Coverdale <charlesfcoverdale@gmail.com>
Diff between inflateR versions 0.1.1 dated 2026-03-03 and 0.1.3 dated 2026-03-04
DESCRIPTION | 20 +-- MD5 | 58 ++++++++- NAMESPACE | 2 NEWS.md | 12 ++ R/adjust.R | 22 ++- R/adjust_real.R |only R/data.R | 254 +++++++++++++++++++++++++++++++++++++++++++ R/globals.R | 6 - R/historical_real.R |only R/historical_value.R | 17 ++ README.md | 281 ++++++++++++++++++++---------------------------- data/aud_gdp_def.rda |only data/brl_cpi.rda |only data/brl_gdp_def.rda |only data/cad_gdp_def.rda |only data/chf_gdp_def.rda |only data/cny_gdp_def.rda |only data/eur_gdp_def.rda |only data/inr_cpi.rda |only data/inr_gdp_def.rda |only data/jpy_gdp_def.rda |only data/krw_cpi.rda |only data/krw_gdp_def.rda |only data/nok_cpi.rda |only data/nok_gdp_def.rda |only data/nzd_cpi.rda |only data/nzd_gdp_def.rda |only data/uk_gdp_def.rda |only data/usd_gdp_def.rda |only man/adjust_inflation.Rd | 5 man/adjust_real.Rd |only man/aud_gdp_def.Rd |only man/brl_cpi.Rd |only man/brl_gdp_def.Rd |only man/cad_gdp_def.Rd |only man/chf_gdp_def.Rd |only man/cny_gdp_def.Rd |only man/eur_gdp_def.Rd |only man/historical_real.Rd |only man/inr_cpi.Rd |only man/inr_gdp_def.Rd |only man/jpy_gdp_def.Rd |only man/krw_cpi.Rd |only man/krw_gdp_def.Rd |only man/nok_cpi.Rd |only man/nok_gdp_def.Rd |only man/nzd_cpi.Rd |only man/nzd_gdp_def.Rd |only man/uk_gdp_def.Rd |only man/usd_gdp_def.Rd |only 50 files changed, 485 insertions(+), 192 deletions(-)
Title: Aggregated Latent Space Index for Binary, Ordinal, and
Continuous Data
Description: Provides three stability-validated pipelines for computing an
Aggregated Latent Space Index (ALSI): a binary MCA pipeline
(alsi_workflow()), an ordinal pipeline using homals alternating least
squares optimal scaling (alsi_workflow_ordinal()), and a continuous
ipsatized SVD pipeline (calsi_workflow()). All three pipelines share
a common bootstrap dual-criterion stability framework (principal angles
and Tucker congruence phi) for determining the number of dimensions
to retain before index construction. The package is designed to
complement Segmented Profile Analysis (SEPA) and is intended for
psychometric scale construction and dimensional reduction in survey
and clinical research.
Author: Se-Kang Kim [aut, cre]
Maintainer: Se-Kang Kim <se-kang.kim@bcm.edu>
Diff between alsi versions 0.1.3 dated 2026-02-19 and 0.2.0 dated 2026-03-04
alsi-0.1.3/alsi/NEWS.md |only alsi-0.1.3/alsi/R/alsi.R |only alsi-0.1.3/alsi/README.md |only alsi-0.1.3/alsi/man/dot-read_xlsx.Rd |only alsi-0.1.3/alsi/man/make_disjunctive.Rd |only alsi-0.1.3/alsi/man/mca_indicator.Rd |only alsi-0.1.3/alsi/man/summarise_matrix.Rd |only alsi-0.1.3/alsi/man/to01.Rd |only alsi-0.2.0/alsi/DESCRIPTION | 48 ++++++++++------- alsi-0.2.0/alsi/LICENSE |only alsi-0.2.0/alsi/MD5 | 54 ++++++++++++------- alsi-0.2.0/alsi/NAMESPACE | 25 ++++++++ alsi-0.2.0/alsi/R/binary.R |only alsi-0.2.0/alsi/R/continuous.R |only alsi-0.2.0/alsi/R/data.R | 53 ++++++++---------- alsi-0.2.0/alsi/R/ordinal.R |only alsi-0.2.0/alsi/R/utils.R |only alsi-0.2.0/alsi/inst |only alsi-0.2.0/alsi/man/ANR2.Rd | 56 ++++++++------------ alsi-0.2.0/alsi/man/alsi.Rd | 2 alsi-0.2.0/alsi/man/alsi_workflow.Rd | 2 alsi-0.2.0/alsi/man/alsi_workflow_ordinal.Rd |only alsi-0.2.0/alsi/man/calsi.Rd |only alsi-0.2.0/alsi/man/calsi_vs_sepa_demo.Rd |only alsi-0.2.0/alsi/man/calsi_workflow.Rd |only alsi-0.2.0/alsi/man/compare_sepa_calsi.Rd |only alsi-0.2.0/alsi/man/dot-alsi_fit_homals.Rd |only alsi-0.2.0/alsi/man/dot-alsi_make_disjunctive.Rd |only alsi-0.2.0/alsi/man/dot-alsi_mca_indicator.Rd |only alsi-0.2.0/alsi/man/dot-alsi_read_xlsx.Rd |only alsi-0.2.0/alsi/man/dot-alsi_summarise_matrix.Rd |only alsi-0.2.0/alsi/man/dot-alsi_svd_ipsatized.Rd |only alsi-0.2.0/alsi/man/dot-alsi_to01.Rd |only alsi-0.2.0/alsi/man/mca_align.Rd | 2 alsi-0.2.0/alsi/man/mca_bootstrap.Rd | 2 alsi-0.2.0/alsi/man/mca_pa.Rd | 2 alsi-0.2.0/alsi/man/plot_category_projections.Rd | 2 alsi-0.2.0/alsi/man/plot_domain_loadings.Rd |only alsi-0.2.0/alsi/man/plot_subspace_stability.Rd | 2 alsi-0.2.0/alsi/man/plot_subspace_stability_cont.Rd |only alsi-0.2.0/alsi/man/svd_align.Rd |only alsi-0.2.0/alsi/man/svd_bootstrap.Rd |only alsi-0.2.0/alsi/man/svd_pa.Rd |only alsi-0.2.0/alsi/tests |only 44 files changed, 144 insertions(+), 106 deletions(-)
Title: Interface to Swiss Parliament Web Services and the
'OpenParlData' API
Description: Provides machine-readable access to parliamentary data of the
Swiss Federal Assembly via the 'OData' interface (<https://ws.parlament.ch/odata.svc/>)
and the 'OpenParlData' REST API (<https://api.openparldata.ch>), which also
offers harmonized data for selected cantonal and municipal parliaments.
Author: David Zumbach [aut, cre],
Benjamin Gfoehler [ctb]
Maintainer: David Zumbach <david.zumbach@gfzb.ch>
Diff between swissparl versions 0.2.2 dated 2021-11-02 and 0.3.0 dated 2026-03-04
swissparl-0.2.2/swissparl/man/swissparl.Rd |only swissparl-0.3.0/swissparl/DESCRIPTION | 25 +- swissparl-0.3.0/swissparl/LICENSE |only swissparl-0.3.0/swissparl/MD5 | 46 ++-- swissparl-0.3.0/swissparl/NAMESPACE | 10 + swissparl-0.3.0/swissparl/R/get_data.R | 185 +++++++++++++++++++ swissparl-0.3.0/swissparl/R/get_glimpse.R | 36 +++ swissparl-0.3.0/swissparl/R/get_overview.R | 59 +++++- swissparl-0.3.0/swissparl/R/get_tables.R | 39 +++- swissparl-0.3.0/swissparl/R/get_variables.R | 66 +++++- swissparl-0.3.0/swissparl/R/swissparl.R | 9 swissparl-0.3.0/swissparl/R/utils_check.R | 19 + swissparl-0.3.0/swissparl/R/utils_get_data.R | 145 ++++++++++++++ swissparl-0.3.0/swissparl/man/clean_text.Rd | 52 ++--- swissparl-0.3.0/swissparl/man/get_data.Rd | 162 ++++++++-------- swissparl-0.3.0/swissparl/man/get_data2.Rd |only swissparl-0.3.0/swissparl/man/get_glimpse.Rd | 56 ++--- swissparl-0.3.0/swissparl/man/get_glimpse2.Rd |only swissparl-0.3.0/swissparl/man/get_overview.Rd | 46 ++-- swissparl-0.3.0/swissparl/man/get_overview2.Rd |only swissparl-0.3.0/swissparl/man/get_related_data2.Rd |only swissparl-0.3.0/swissparl/man/get_related_tables2.Rd |only swissparl-0.3.0/swissparl/man/get_tables.Rd | 2 swissparl-0.3.0/swissparl/man/get_tables2.Rd |only swissparl-0.3.0/swissparl/man/get_variables.Rd | 57 +++-- swissparl-0.3.0/swissparl/man/get_variables2.Rd |only swissparl-0.3.0/swissparl/man/ggswissparl.Rd | 126 ++++++------ swissparl-0.3.0/swissparl/man/seating_plan.Rd | 56 ++--- swissparl-0.3.0/swissparl/man/swissparl-package.Rd |only 29 files changed, 873 insertions(+), 323 deletions(-)
Title: Multivariate Regression Association Measure
Description: Implementations of an estimator for the multivariate regression association measure (MRAM) proposed in Shih and Chen (2026) <doi:10.1016/j.csda.2025.108288> and its associated variable selection algorithm. The MRAM quantifies the predictability of a random vector Y from a random vector X given a random vector Z. It takes the maximum value 1 if and only if Y is almost surely a measurable function of X and Z, and the minimum value of 0 if Y is conditionally independent of X given Z. The MRAM generalizes the Kendall's tau copula correlation ratio proposed in Shih and Emura (2021) <doi:10.1016/j.jmva.2020.104708> by employing the spatial sign function. The estimator is based on the nearest neighbor method, and the associated variable selection algorithm is adapted from the feature ordering by conditional independence (FOCI) algorithm of Azadkia and Chatterjee (2021) <doi:10.1214/21-AOS2073>. For further details, see the paper Shih and Chen (2026) <doi:10.1016/j.csda.20 [...truncated...]
Author: Jia-Han Shih [aut, cre],
Yi-Hau Chen [aut]
Maintainer: Jia-Han Shih <jhshih@math.nsysu.edu.tw>
Diff between MRAM versions 1.0.0 dated 2026-01-07 and 1.0.1 dated 2026-03-04
DESCRIPTION | 6 +++--- MD5 | 10 +++++----- R/mram.R | 4 +++- R/vs_mram.R | 2 +- man/mram.Rd | 2 +- man/vs_mram.Rd | 2 +- 6 files changed, 14 insertions(+), 12 deletions(-)
Title: Community Ecology Package
Description: Ordination methods, diversity analysis and other
functions for community and vegetation ecologists.
Author: Jari Oksanen [aut, cre],
Gavin L. Simpson [aut],
F. Guillaume Blanchet [aut],
Roeland Kindt [aut],
Pierre Legendre [aut],
Peter R. Minchin [aut],
R.B. O'Hara [aut],
Peter Solymos [aut],
M. Henry H. Stevens [aut],
Eduard Szoecs [aut],
Helene Wagner [a [...truncated...]
Maintainer: Jari Oksanen <jhoksane@gmail.com>
Diff between vegan versions 2.7-2 dated 2025-10-08 and 2.7-3 dated 2026-03-04
vegan-2.7-2/vegan/man/ordixyplot.Rd |only vegan-2.7-3/vegan/DESCRIPTION | 6 vegan-2.7-3/vegan/MD5 | 75 +-- vegan-2.7-3/vegan/NEWS.md | 55 ++ vegan-2.7-3/vegan/R/decostand.R | 37 - vegan-2.7-3/vegan/R/metaMDS.R | 7 vegan-2.7-3/vegan/R/metaMDSdist.R | 4 vegan-2.7-3/vegan/R/optspace.R | 81 ++-- vegan-2.7-3/vegan/R/ordixyplot.R | 1 vegan-2.7-3/vegan/R/permustats.R | 4 vegan-2.7-3/vegan/R/plot.poolaccum.R | 1 vegan-2.7-3/vegan/R/plot.renyi.R | 3 vegan-2.7-3/vegan/R/plot.renyiaccum.R | 3 vegan-2.7-3/vegan/R/vegdist.R | 16 vegan-2.7-3/vegan/R/wisconsin.R | 6 vegan-2.7-3/vegan/build/partial.rdb |binary vegan-2.7-3/vegan/build/vignette.rds |binary vegan-2.7-3/vegan/inst/doc/FAQ-vegan.html | 6 vegan-2.7-3/vegan/inst/doc/decision-vegan.pdf |binary vegan-2.7-3/vegan/inst/doc/diversity-vegan.pdf |binary vegan-2.7-3/vegan/inst/doc/intro-vegan.Rnw | 4 vegan-2.7-3/vegan/inst/doc/intro-vegan.pdf |binary vegan-2.7-3/vegan/inst/doc/partitioning.pdf |binary vegan-2.7-3/vegan/man/MOStest.Rd | 3 vegan-2.7-3/vegan/man/SSarrhenius.Rd | 15 vegan-2.7-3/vegan/man/decostand.Rd | 4 vegan-2.7-3/vegan/man/oecosimu.Rd | 9 vegan-2.7-3/vegan/man/optspace.Rd | 19 vegan-2.7-3/vegan/man/ordipointlabel.Rd | 12 vegan-2.7-3/vegan/man/permustats.Rd | 54 -- vegan-2.7-3/vegan/man/permutest.betadisper.Rd | 5 vegan-2.7-3/vegan/man/renyi.Rd | 35 - vegan-2.7-3/vegan/man/specpool.Rd | 16 vegan-2.7-3/vegan/man/tsallis.Rd | 13 vegan-2.7-3/vegan/man/vegan-deprecated-lattice.Rd | 106 ++++- vegan-2.7-3/vegan/man/vegdist.Rd | 8 vegan-2.7-3/vegan/src/vegdist.c | 25 - vegan-2.7-3/vegan/tests/decostand-tests.Rout.save | 438 ++++++++++------------ vegan-2.7-3/vegan/vignettes/intro-vegan.Rnw | 4 39 files changed, 586 insertions(+), 489 deletions(-)
Title: Tidy Standardized Mean Differences
Description: Tidy standardized mean differences ('SMDs'). 'tidysmd' uses
the 'smd' package to calculate standardized mean differences for
variables in a data frame, returning the results in a tidy format.
Author: Malcolm Barrett [aut, cre]
Maintainer: Malcolm Barrett <malcolmbarrett@gmail.com>
Diff between tidysmd versions 0.2.0 dated 2023-05-26 and 0.2.1 dated 2026-03-04
DESCRIPTION | 19 - MD5 | 38 +-- NAMESPACE | 1 NEWS.md | 2 R/geom_love.R | 37 ++- R/matches.R | 3 R/tidysmd.R | 139 +++++++++-- README.md | 27 +- data/nhefs_weights.rda |binary inst/WORDLIST | 1 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-9-1.png |binary man/geom_love.Rd | 16 + man/tidy_smd.Rd | 8 tests/spelling.R | 9 tests/testthat/_snaps/geom_love/geom-love-works.svg | 16 - tests/testthat/_snaps/geom_love/love-plot-works.svg | 16 - tests/testthat/test-tidysmd.R | 242 ++++++++++++++++---- 20 files changed, 444 insertions(+), 130 deletions(-)
Title: Tidy C++ Header-Only Definitions for Parts of the C API of R
Description: Core parts of the C API of R are wrapped in a C++ namespace via a set
of inline functions giving a tidier representation of the underlying data structures
and functionality using a header-only implementation without additional dependencies.
Author: Dirk Eddelbuettel [aut, cre]
Maintainer: Dirk Eddelbuettel <edd@debian.org>
Diff between tidyCpp versions 0.0.8 dated 2025-11-26 and 0.0.9 dated 2026-03-04
ChangeLog | 53 ++++++++++++++++++++++++++++++++++++++++++ DESCRIPTION | 8 +++--- MD5 | 23 +++++++++--------- README.md | 3 +- build/partial.rdb |binary inst/NEWS.Rd | 18 +++++++++++++- inst/doc/motivation.html | 21 ++++++++-------- inst/doc/motivation.md | 16 ++++++------ inst/include/tidy/defines.h | 6 +++- inst/include/tidy/internals.h | 24 ++++++++++++------- inst/include/tidy/math.h | 2 - vignettes/motivation.md | 16 ++++++------ vignettes/update_vignette.sh |only 13 files changed, 136 insertions(+), 54 deletions(-)
Title: Interface to the 'SymEngine' Library
Description: Provides an R interface to 'SymEngine' <https://github.com/symengine/>,
a standalone 'C++' library for fast symbolic manipulation. The package has functionalities
for symbolic computation like calculating exact mathematical expressions, solving
systems of linear equations and code generation.
Author: Jialin Ma [cre, aut],
Isuru Fernando [aut],
Xin Chen [aut]
Maintainer: Jialin Ma <marlin@inventati.org>
Diff between symengine versions 0.2.10 dated 2025-04-04 and 0.2.11 dated 2026-03-04
DESCRIPTION | 6 +- MD5 | 10 ++-- build/vignette.rds |binary src/upstream.tar |binary tools/bundle_symengine_source.sh | 3 - tools/symengine_patch.diff | 94 ++++++++++++++++----------------------- 6 files changed, 48 insertions(+), 65 deletions(-)
Title: Weighted Mean SHAP and CI for Robust Feature Assessment in ML
Grid
Description: This R package introduces Weighted Mean SHapley Additive exPlanations (WMSHAP), an innovative method for calculating SHAP values for a grid of fine-tuned base-learner machine learning models as well as stacked ensembles, a method not previously available due to the common reliance on single best-performing models. By integrating the weighted mean SHAP values from individual base-learners comprising the ensemble or individual base-learners in a tuning grid search, the package weights SHAP contributions according to each model's performance, assessed by multiple either R squared (for both regression and classification models). alternatively, this software also offers weighting SHAP values based on the area under the precision-recall curve (AUCPR), the area under the curve (AUC), and F2 measures for binary classifiers. It further extends this framework to implement weighted confidence intervals for weighted mean SHAP values, offering a more comprehensive and robust feature importance eval [...truncated...]
Author: E. F. Haghish [aut, cre, cph]
Maintainer: E. F. Haghish <haghish@hotmail.com>
Diff between shapley versions 0.6.0 dated 2026-02-13 and 0.7.0 dated 2026-03-04
DESCRIPTION | 6 +++--- MD5 | 12 ++++++------ R/shapley.domain.R | 6 +++--- R/shapley.domain.test.R | 2 +- R/shapley.feature.test.R | 2 +- R/shapley.row.plot.R | 30 ++++++++++++++++++++++++++++-- man/shapley.row.plot.Rd | 15 ++++++++++++++- 7 files changed, 56 insertions(+), 17 deletions(-)
Title: Generalized Random Forests
Description: Forest-based statistical estimation and inference.
GRF provides non-parametric methods for heterogeneous treatment effects estimation
(optionally using right-censored outcomes, multiple treatment arms or outcomes, or instrumental variables),
as well as least-squares regression, quantile regression, and survival regression,
all with support for missing covariates.
Author: Julie Tibshirani [aut],
Susan Athey [aut],
Rina Friedberg [ctb],
Vitor Hadad [ctb],
David Hirshberg [ctb],
Luke Miner [ctb],
Erik Sverdrup [aut, cre],
Stefan Wager [aut],
Marvin Wright [ctb]
Maintainer: Erik Sverdrup <erik.sverdrup@monash.edu>
Diff between grf versions 2.6.0 dated 2026-03-03 and 2.6.1 dated 2026-03-04
DESCRIPTION | 6 ++--- MD5 | 12 +++++----- inst/doc/grf_guide.pdf |binary src/src/forest/ForestTrainer.cpp | 2 - src/src/prediction/collector/DefaultPredictionCollector.cpp | 2 - src/src/prediction/collector/OptimizedPredictionCollector.cpp | 2 - src/src/prediction/collector/TreeTraverser.cpp | 2 - 7 files changed, 13 insertions(+), 13 deletions(-)
Title: Access to 'GeographicLib'
Description: Bindings to the 'GeographicLib' C++ library
<https://geographiclib.sourceforge.io/> for precise geodetic calculations
including geodesic computations (distance, bearing, paths, intersections),
map projections (UTM/UPS, Transverse Mercator, Lambert Conformal Conic,
and more), grid reference systems (MGRS, Geohash, GARS, Georef),
coordinate conversions (geocentric, local Cartesian), and polygon area
on the WGS84 ellipsoid. All functions are fully vectorized.
Author: Michael Sumner [cre, aut],
Charles Karney [cph, aut] ,
Mark Borgerding [cph] )
Maintainer: Michael Sumner <mdsumner@gmail.com>
Diff between geographiclib versions 0.4.1 dated 2026-02-27 and 0.4.2 dated 2026-03-04
DESCRIPTION | 6 +++--- MD5 | 8 ++++---- NEWS.md | 5 +++++ inst/doc/geographiclib-overview.html | 6 +++--- tests/testthat/test-cassini.R | 18 +++++++++--------- 5 files changed, 24 insertions(+), 19 deletions(-)
Title: Advanced Forest Plot Using 'grid' Graphics
Description: Allows the creation of forest plots with advanced features, such as
multiple confidence intervals per row, customizable fonts for individual text
elements, and flexible confidence interval drawing. It also supports mixing
text with mathematical expressions. The package extends the application of
forest plots beyond traditional meta-analyses, offering a more general version
of the original 'rmeta' package’s forestplot() function. It relies heavily on
the 'grid' package for rendering the plots.
Author: Max Gordon [aut, cre],
Thomas Lumley [aut, ctb]
Maintainer: Max Gordon <max@gforge.se>
Diff between forestplot versions 3.1.7 dated 2025-06-12 and 3.2.0 dated 2026-03-04
forestplot-3.1.7/forestplot/R/data-HRQoL.R |only forestplot-3.2.0/forestplot/DESCRIPTION | 21 forestplot-3.2.0/forestplot/MD5 | 279 - forestplot-3.2.0/forestplot/NAMESPACE | 116 forestplot-3.2.0/forestplot/NEWS.md | 327 - forestplot-3.2.0/forestplot/R/assertAndRetrieveTidyValue.R | 86 forestplot-3.2.0/forestplot/R/data-descriptions.R |only forestplot-3.2.0/forestplot/R/drawForestplotObject.R | 422 + forestplot-3.2.0/forestplot/R/forestplot-package.R | 60 forestplot-3.2.0/forestplot/R/forestplot.R | 352 - forestplot-3.2.0/forestplot/R/forestplot.data.frame.R | 122 forestplot-3.2.0/forestplot/R/forestplot.default.R | 425 - forestplot-3.2.0/forestplot/R/forestplot.grouped_df.R | 434 + forestplot-3.2.0/forestplot/R/forestplot_helpers.R | 2268 +++++----- forestplot-3.2.0/forestplot/R/fp_add_lines.R | 172 forestplot-3.2.0/forestplot/R/fp_decorate_graph.R | 385 + forestplot-3.2.0/forestplot/R/fp_extract_labeltext.R |only forestplot-3.2.0/forestplot/R/fp_insert_row.R | 571 +- forestplot-3.2.0/forestplot/R/fp_set_style.R | 110 forestplot-3.2.0/forestplot/R/fp_set_zebra_style.R | 156 forestplot-3.2.0/forestplot/R/getTicks.R | 194 forestplot-3.2.0/forestplot/R/grid_helpers.R | 42 forestplot-3.2.0/forestplot/R/plotConfidenceInterval.R | 306 - forestplot-3.2.0/forestplot/R/prFpDrawLegend.R | 398 - forestplot-3.2.0/forestplot/R/prFpGetGraphTicksAndClips.R | 508 +- forestplot-3.2.0/forestplot/R/prepGridMargins.R | 40 forestplot-3.2.0/forestplot/R/private.R | 1835 ++++---- forestplot-3.2.0/forestplot/R/private_buildLegend.R | 348 - forestplot-3.2.0/forestplot/R/private_createEstimateArray.R | 207 forestplot-3.2.0/forestplot/R/private_drawLines.R | 184 forestplot-3.2.0/forestplot/R/private_getColWidths.R | 160 forestplot-3.2.0/forestplot/R/private_plot.forestplot_legend.R | 220 forestplot-3.2.0/forestplot/R/private_plot.forestplot_xaxis.R | 284 - forestplot-3.2.0/forestplot/R/private_prGetLabelsList.R | 364 - forestplot-3.2.0/forestplot/R/private_prepAlign.R | 68 forestplot-3.2.0/forestplot/R/private_prepBoxSize.R | 89 forestplot-3.2.0/forestplot/R/private_prepGraphPositions.R | 68 forestplot-3.2.0/forestplot/R/private_prepLabelText.R | 277 - forestplot-3.2.0/forestplot/R/private_prepLines.R | 598 +- forestplot-3.2.0/forestplot/R/safeLoadPackage.R | 22 forestplot-3.2.0/forestplot/R/text_styling.R | 588 ++ forestplot-3.2.0/forestplot/README.md | 28 forestplot-3.2.0/forestplot/build/vignette.rds |binary forestplot-3.2.0/forestplot/data/inventors_vs_mello.rda |only forestplot-3.2.0/forestplot/inst/doc/forestplot.R | 920 ++-- forestplot-3.2.0/forestplot/inst/doc/forestplot.Rmd | 1270 +++-- forestplot-3.2.0/forestplot/inst/doc/forestplot.html | 2023 ++++---- forestplot-3.2.0/forestplot/inst/examples/forestplot_alt_ci_example.R | 228 - forestplot-3.2.0/forestplot/inst/examples/forestplot_example.R | 335 - forestplot-3.2.0/forestplot/inst/examples/fpColors_example.R | 52 forestplot-3.2.0/forestplot/inst/examples/fpLegend_example.R | 70 forestplot-3.2.0/forestplot/inst/examples/fpShapesGp_example.R | 56 forestplot-3.2.0/forestplot/inst/examples/fp_add_lines_example.R | 78 forestplot-3.2.0/forestplot/inst/examples/fp_decorate_graph_example.R | 52 forestplot-3.2.0/forestplot/inst/examples/fp_insert_row_example.R | 46 forestplot-3.2.0/forestplot/inst/examples/fp_set_favors_example.R |only forestplot-3.2.0/forestplot/inst/examples/fp_set_style_example.R | 42 forestplot-3.2.0/forestplot/inst/examples/fp_set_zebra_example.R | 42 forestplot-3.2.0/forestplot/inst/examples/getTicks_example.R | 66 forestplot-3.2.0/forestplot/man/HRQoL.Rd | 61 forestplot-3.2.0/forestplot/man/assertAndRetrieveTidyValue.Rd | 58 forestplot-3.2.0/forestplot/man/dfHRQoL.Rd | 65 forestplot-3.2.0/forestplot/man/drawHorizontalLines.Rd | 42 forestplot-3.2.0/forestplot/man/forestplot-package.Rd | 104 forestplot-3.2.0/forestplot/man/forestplot.Rd | 938 ++-- forestplot-3.2.0/forestplot/man/fpColors.Rd | 211 forestplot-3.2.0/forestplot/man/fpDrawCI.Rd | 607 +- forestplot-3.2.0/forestplot/man/fpLegend.Rd | 125 forestplot-3.2.0/forestplot/man/fpShapesGp.Rd | 301 - forestplot-3.2.0/forestplot/man/fpTxtGp.Rd | 100 forestplot-3.2.0/forestplot/man/fp_add_lines.Rd | 192 forestplot-3.2.0/forestplot/man/fp_align_where.Rd |only forestplot-3.2.0/forestplot/man/fp_decorate_graph.Rd | 206 forestplot-3.2.0/forestplot/man/fp_extract_labels.Rd |only forestplot-3.2.0/forestplot/man/fp_extract_labeltext.Rd |only forestplot-3.2.0/forestplot/man/fp_set_favors.Rd |only forestplot-3.2.0/forestplot/man/fp_set_summary.Rd |only forestplot-3.2.0/forestplot/man/fp_set_zebra_style.Rd | 132 forestplot-3.2.0/forestplot/man/fp_span_where.Rd |only forestplot-3.2.0/forestplot/man/fp_txt_where.Rd |only forestplot-3.2.0/forestplot/man/getTicks.Rd | 136 forestplot-3.2.0/forestplot/man/heightDetails.xaxis.Rd | 50 forestplot-3.2.0/forestplot/man/inventors_vs_mello.Rd |only forestplot-3.2.0/forestplot/man/prDefaultGp.Rd | 44 forestplot-3.2.0/forestplot/man/prFpConvertMultidimArray.Rd | 36 forestplot-3.2.0/forestplot/man/prFpDrawLine.Rd | 132 forestplot-3.2.0/forestplot/man/prFpFetchRowLabel.Rd | 73 forestplot-3.2.0/forestplot/man/prFpFindWidestGrob.Rd | 42 forestplot-3.2.0/forestplot/man/prFpGetConfintFnList.Rd | 74 forestplot-3.2.0/forestplot/man/prFpGetLayoutVP.Rd | 60 forestplot-3.2.0/forestplot/man/prFpGetLegendBoxPosition.Rd | 56 forestplot-3.2.0/forestplot/man/prFpPrepareLegendMarker.Rd | 48 forestplot-3.2.0/forestplot/man/prFpPrintLabels.Rd | 54 forestplot-3.2.0/forestplot/man/prFpValidateLabelList.Rd | 38 forestplot-3.2.0/forestplot/man/prFpXrange.Rd | 88 forestplot-3.2.0/forestplot/man/prGetLabelsList.Rd | 64 forestplot-3.2.0/forestplot/man/prGetShapeGp.Rd | 88 forestplot-3.2.0/forestplot/man/prGetTextGrobCex.Rd | 36 forestplot-3.2.0/forestplot/man/prGparMerge.Rd | 40 forestplot-3.2.0/forestplot/man/prGridPlotTitle.Rd | 42 forestplot-3.2.0/forestplot/man/prListRep.Rd | 44 forestplot-3.2.0/forestplot/man/prMergeGp.Rd | 40 forestplot-3.2.0/forestplot/man/prPopulateList.Rd | 72 forestplot-3.2.0/forestplot/man/prPushMarginViewport.Rd | 56 forestplot-3.2.0/forestplot/man/prepAlign.Rd | 42 forestplot-3.2.0/forestplot/man/prepGraphPositions.Rd | 42 forestplot-3.2.0/forestplot/man/prepGridMargins.Rd | 46 forestplot-3.2.0/forestplot/man/prepLabelText.Rd | 90 forestplot-3.2.0/forestplot/man/prepLines.Rd | 56 forestplot-3.2.0/forestplot/man/row_manipulation.Rd | 190 forestplot-3.2.0/forestplot/man/safeLoadPackage.Rd | 28 forestplot-3.2.0/forestplot/man/style_manipulation.Rd | 238 - forestplot-3.2.0/forestplot/man/text_styling.Rd | 96 forestplot-3.2.0/forestplot/tests/data_generator.R |only forestplot-3.2.0/forestplot/tests/forestplot2_vtests.R | 834 +-- forestplot-3.2.0/forestplot/tests/test_visual_w_cochrane_mdata.R | 252 - forestplot-3.2.0/forestplot/tests/test_visual_with_Greg.R | 68 forestplot-3.2.0/forestplot/tests/testthat.R | 6 forestplot-3.2.0/forestplot/tests/testthat/Rplots.pdf |binary forestplot-3.2.0/forestplot/tests/testthat/test-extract-labeltext.R |only forestplot-3.2.0/forestplot/tests/testthat/test-forestplot.group_df.R | 158 forestplot-3.2.0/forestplot/tests/testthat/test-forestplot_1_compatibility.R | 38 forestplot-3.2.0/forestplot/tests/testthat/test-fpShapesGp.R | 78 forestplot-3.2.0/forestplot/tests/testthat/test-fpTxtGp.R | 116 forestplot-3.2.0/forestplot/tests/testthat/test-fp_add_favors.R |only forestplot-3.2.0/forestplot/tests/testthat/test-getLines.R | 352 - forestplot-3.2.0/forestplot/tests/testthat/test-getTicks.R | 46 forestplot-3.2.0/forestplot/tests/testthat/test-graph-pos.R | 82 forestplot-3.2.0/forestplot/tests/testthat/test-inputs.R | 135 forestplot-3.2.0/forestplot/tests/testthat/test-insert_row.R | 318 + forestplot-3.2.0/forestplot/tests/testthat/test-prFpConvertMultidimArray.R | 114 forestplot-3.2.0/forestplot/tests/testthat/test-prGparMerge.R | 58 forestplot-3.2.0/forestplot/tests/testthat/test-selector-styling.R |only forestplot-3.2.0/forestplot/tests/testthat/test-span.R |only forestplot-3.2.0/forestplot/tests/vtest_from_vignette.R | 596 +- forestplot-3.2.0/forestplot/vignettes/forestplot.Rmd | 1270 +++-- forestplot-3.2.0/forestplot/vignettes/forestplot_files |only 137 files changed, 15254 insertions(+), 13064 deletions(-)
Title: Example Data Sets for Use with Discrete Statistical Tests
Description: Provides several data sets for use with discrete statistical tests
and discrete multiple testing procedures.
Author: Christina Kihn [aut],
Sebastian Doehler [aut] ,
Florian Junge [aut, cre] ,
Lukas Klein [ctb] ,
Iqraa Meah [ctb]
Maintainer: Florian Junge <diso.fbmn@h-da.de>
Diff between DiscreteDatasets versions 0.1.2 dated 2025-01-24 and 0.2.0 dated 2026-03-04
DiscreteDatasets-0.1.2/DiscreteDatasets/data/airway_treat.rda |only DiscreteDatasets-0.2.0/DiscreteDatasets/DESCRIPTION | 38 DiscreteDatasets-0.2.0/DiscreteDatasets/MD5 | 50 - DiscreteDatasets-0.2.0/DiscreteDatasets/NEWS.md | 39 DiscreteDatasets-0.2.0/DiscreteDatasets/R/DiscreteDatasets.R | 20 DiscreteDatasets-0.2.0/DiscreteDatasets/R/airway.R | 174 +-- DiscreteDatasets-0.2.0/DiscreteDatasets/R/amnesia.R | 157 +-- DiscreteDatasets-0.2.0/DiscreteDatasets/R/disorderdetection.R | 86 - DiscreteDatasets-0.2.0/DiscreteDatasets/R/federalist.R | 136 +- DiscreteDatasets-0.2.0/DiscreteDatasets/R/hiv.R | 140 +- DiscreteDatasets-0.2.0/DiscreteDatasets/R/impc.R |only DiscreteDatasets-0.2.0/DiscreteDatasets/R/listerdata.R | 146 +- DiscreteDatasets-0.2.0/DiscreteDatasets/R/reconstruct.R | 488 ++++------ DiscreteDatasets-0.2.0/DiscreteDatasets/build/partial.rdb |binary DiscreteDatasets-0.2.0/DiscreteDatasets/data/airway.rda |binary DiscreteDatasets-0.2.0/DiscreteDatasets/data/airway_four_columns.rda |binary DiscreteDatasets-0.2.0/DiscreteDatasets/data/disorderdetection.rda |binary DiscreteDatasets-0.2.0/DiscreteDatasets/data/impc2015_excerpt.rda |only DiscreteDatasets-0.2.0/DiscreteDatasets/man/DiscreteDatasets-package.Rd | 71 - DiscreteDatasets-0.2.0/DiscreteDatasets/man/airway.Rd | 83 - DiscreteDatasets-0.2.0/DiscreteDatasets/man/amnesia.Rd | 152 +-- DiscreteDatasets-0.2.0/DiscreteDatasets/man/disorderdetection.Rd | 28 DiscreteDatasets-0.2.0/DiscreteDatasets/man/federalist.Rd | 137 +- DiscreteDatasets-0.2.0/DiscreteDatasets/man/hiv.Rd | 50 - DiscreteDatasets-0.2.0/DiscreteDatasets/man/impc2015_excerpt.Rd |only DiscreteDatasets-0.2.0/DiscreteDatasets/man/listerdata.Rd | 62 - DiscreteDatasets-0.2.0/DiscreteDatasets/man/reconstruct_four.Rd | 25 DiscreteDatasets-0.2.0/DiscreteDatasets/man/reconstruct_two.Rd | 58 - 28 files changed, 1103 insertions(+), 1037 deletions(-)
More information about DiscreteDatasets at CRAN
Permanent link
Title: A Basic Set of Functions for Compositional Data Analysis
Description: A minimum set of functions to perform compositional data analysis
using the log-ratio approach introduced by John Aitchison (1982). Main functions
have been implemented in c++ for better performance.
Author: Marc Comas-Cufi [aut, cre]
Maintainer: Marc Comas-Cufi <mcomas@imae.udg.edu>
Diff between coda.base versions 1.0.3 dated 2025-07-02 and 1.0.5 dated 2026-03-04
coda.base-1.0.3/coda.base/R/dendrogram_adapted.R |only coda.base-1.0.5/coda.base/DESCRIPTION | 8 coda.base-1.0.5/coda.base/MD5 | 126 - coda.base-1.0.5/coda.base/NAMESPACE | 4 coda.base-1.0.5/coda.base/NEWS | 5 coda.base-1.0.5/coda.base/R/RcppExports.R | 44 coda.base-1.0.5/coda.base/R/basis.R | 1002 +++++----- coda.base-1.0.5/coda.base/R/coordinates.R | 411 ++-- coda.base-1.0.5/coda.base/R/data.R | 505 ++--- coda.base-1.0.5/coda.base/R/dendrogram.R | 258 ++ coda.base-1.0.5/coda.base/R/imputation-functions.R | 68 coda.base-1.0.5/coda.base/R/pb_basis_constrained.R | 101 - coda.base-1.0.5/coda.base/R/utils.R | 511 +++-- coda.base-1.0.5/coda.base/R/zero_replacement_imputation.R | 580 +++-- coda.base-1.0.5/coda.base/inst/doc/coordinates.Rmd | 2 coda.base-1.0.5/coda.base/inst/doc/coordinates.html | 15 coda.base-1.0.5/coda.base/inst/doc/features.html | 9 coda.base-1.0.5/coda.base/inst/doc/principal_balances.html | 15 coda.base-1.0.5/coda.base/man/alimentation.Rd | 33 coda.base-1.0.5/coda.base/man/alr_basis.Rd | 25 coda.base-1.0.5/coda.base/man/arctic_lake.Rd | 4 coda.base-1.0.5/coda.base/man/blood_mn.Rd | 31 coda.base-1.0.5/coda.base/man/bmi_activity.Rd | 31 coda.base-1.0.5/coda.base/man/cc_basis.Rd | 13 coda.base-1.0.5/coda.base/man/cdp_basis.Rd |only coda.base-1.0.5/coda.base/man/clr_basis.Rd | 26 coda.base-1.0.5/coda.base/man/coda_replacement.Rd | 52 coda.base-1.0.5/coda.base/man/composition.Rd | 17 coda.base-1.0.5/coda.base/man/conditional_obasis.Rd |only coda.base-1.0.5/coda.base/man/constrained_pb.Rd |only coda.base-1.0.5/coda.base/man/coordinates.Rd | 56 coda.base-1.0.5/coda.base/man/dist.Rd | 30 coda.base-1.0.5/coda.base/man/eurostat_employment.Rd | 60 coda.base-1.0.5/coda.base/man/foraminiferals.Rd | 16 coda.base-1.0.5/coda.base/man/gen_coda_with_zeros_and_missings.Rd |only coda.base-1.0.5/coda.base/man/house_expend.Rd | 16 coda.base-1.0.5/coda.base/man/household_budget.Rd | 17 coda.base-1.0.5/coda.base/man/ilr_basis.Rd | 52 coda.base-1.0.5/coda.base/man/kilauea_iki.Rd | 35 coda.base-1.0.5/coda.base/man/mammals_milk.Rd | 10 coda.base-1.0.5/coda.base/man/milk_cows.Rd | 19 coda.base-1.0.5/coda.base/man/montana.Rd | 26 coda.base-1.0.5/coda.base/man/pairwise_basis.Rd | 11 coda.base-1.0.5/coda.base/man/parliament2017.Rd | 25 coda.base-1.0.5/coda.base/man/pb_basis.Rd | 72 coda.base-1.0.5/coda.base/man/pb_subcomposition.Rd |only coda.base-1.0.5/coda.base/man/pc_basis.Rd | 10 coda.base-1.0.5/coda.base/man/petrafm.Rd | 12 coda.base-1.0.5/coda.base/man/plot_balance.Rd | 42 coda.base-1.0.5/coda.base/man/pollen.Rd | 6 coda.base-1.0.5/coda.base/man/pottery.Rd | 11 coda.base-1.0.5/coda.base/man/sbp_basis.Rd | 101 - coda.base-1.0.5/coda.base/man/serprot.Rd | 13 coda.base-1.0.5/coda.base/man/statistitian_time.Rd | 27 coda.base-1.0.5/coda.base/man/variation_array.Rd | 4 coda.base-1.0.5/coda.base/man/waste.Rd | 49 coda.base-1.0.5/coda.base/man/weibo_hotels.Rd | 16 coda.base-1.0.5/coda.base/man/zero_na_conditional_obasis.Rd |only coda.base-1.0.5/coda.base/src/RcppExports.cpp | 177 - coda.base-1.0.5/coda.base/src/balance.h | 253 +- coda.base-1.0.5/coda.base/src/balance_evaluate.h | 122 - coda.base-1.0.5/coda.base/src/balance_optimal.h | 134 - coda.base-1.0.5/coda.base/src/coda.cpp | 255 +- coda.base-1.0.5/coda.base/src/coda.h | 26 coda.base-1.0.5/coda.base/src/coda_replacement.cpp |only coda.base-1.0.5/coda.base/src/conditional_obasis.cpp | 239 +- coda.base-1.0.5/coda.base/src/principal_balances.cpp | 430 ---- coda.base-1.0.5/coda.base/vignettes/coordinates.Rmd | 2 68 files changed, 3524 insertions(+), 2746 deletions(-)
Title: R-ArcGIS Bridge Utility Functions
Description: Developer oriented utility functions designed to be used as
the building blocks of R packages that work with ArcGIS Location
Services. It provides functionality for authorization, Esri JSON
construction and parsing, as well as other utilities pertaining to
geometry and Esri type conversions. To support 'ArcGIS Pro' users,
authorization can be done via 'arcgisbinding'. Installation
instructions for 'arcgisbinding' can be found at
<https://developers.arcgis.com/r-bridge/installation/>.
Author: Josiah Parry [aut, cre] ,
Kenneth Vernon [ctb] ,
Martha Bass [ctb] ,
Eli Pousson [ctb]
Maintainer: Josiah Parry <josiah.parry@gmail.com>
Diff between arcgisutils versions 0.4.0 dated 2025-09-18 and 0.5.0 dated 2026-03-04
DESCRIPTION | 10 - MD5 | 54 ++++--- NAMESPACE | 6 NEWS.md | 8 - R/arc-token.R | 9 - R/auth-shiny.R |only R/esri-features-list.R | 9 - R/esri-features-string.R | 15 + R/esri-featureset-string.R | 15 + R/esri-field-mapping.R | 24 ++- R/esri-geometry.R | 3 R/geoprocessing-class.R | 74 ++++++++- R/geoprocessing-types.R | 22 ++ R/import-standalone-obj-type.R | 27 +-- R/import-standalone-types-check.R | 274 +++++++++++++++++++----------------- R/portal-group-user-list.R |only R/portal-users.R | 10 + R/utils-crs.R | 13 + R/utils-envelope.R |only R/utils-geometry.R | 4 R/zzz.R | 2 inst |only man/arc_form_params.Rd | 2 man/arc_group_users.Rd |only man/arc_job_status.Rd | 1 man/auth_shiny.Rd |only man/gp_job.Rd | 9 + man/gp_job_from_url.Rd |only man/gp_params.Rd | 26 +++ src/rust/src/to/mod.rs | 3 tests/testthat/test-envelope.R |only tests/testthat/test-field-mapping.R |only 32 files changed, 402 insertions(+), 218 deletions(-)
Title: Harness ArcGIS Data Services
Description: Enables users of 'ArcGIS Enterprise', 'ArcGIS Online', or
'ArcGIS Platform' to read, write, publish, or manage vector and raster
data via ArcGIS location services REST API endpoints
<https://developers.arcgis.com/rest/>.
Author: Josiah Parry [aut, cre] ,
Eli Pousson [ctb] ,
Kenneth Vernon [ctb] ,
Martha Bass [ctb] ,
Antony Barja [ctb]
Maintainer: Josiah Parry <josiah.parry@gmail.com>
Diff between arcgislayers versions 0.5.2 dated 2025-10-28 and 0.6.0 dated 2026-03-04
arcgislayers-0.5.2/arcgislayers/man/update_attachments.Rd |only arcgislayers-0.6.0/arcgislayers/DESCRIPTION | 6 arcgislayers-0.6.0/arcgislayers/MD5 | 21 - arcgislayers-0.6.0/arcgislayers/NAMESPACE | 1 arcgislayers-0.6.0/arcgislayers/NEWS.md | 15 + arcgislayers-0.6.0/arcgislayers/R/add-attachment.R |only arcgislayers-0.6.0/arcgislayers/R/arc-select.R | 2 arcgislayers-0.6.0/arcgislayers/R/update-attachments.R | 13 - arcgislayers-0.6.0/arcgislayers/man/attachments.Rd | 130 +++++++++- arcgislayers-0.6.0/arcgislayers/tests/testthat/test-arc_open.R | 14 - arcgislayers-0.6.0/arcgislayers/tests/testthat/test-arc_raster.R | 2 arcgislayers-0.6.0/arcgislayers/tests/testthat/test-arc_read.R | 2 arcgislayers-0.6.0/arcgislayers/tests/testthat/test-empty-services.R |only 13 files changed, 181 insertions(+), 25 deletions(-)