Title: Extreme Gradient Boosting
Description: Extreme Gradient Boosting, which is an efficient implementation
of the gradient boosting framework from Chen & Guestrin (2016) <doi:10.1145/2939672.2939785>.
This package is its R interface. The package includes efficient linear
model solver and tree learning algorithms. The package can automatically
do parallel computation on a single machine which could be more than 10
times faster than existing gradient boosting packages. It supports
various objective functions, including regression, classification and ranking.
The package is made to be extensible, so that users are also allowed to define
their own objectives easily.
Author: Tianqi Chen [aut],
Tong He [aut],
Michael Benesty [aut],
Vadim Khotilovich [aut],
Yuan Tang [aut] ,
Hyunsu Cho [aut],
Kailong Chen [aut],
Rory Mitchell [aut],
Ignacio Cano [aut],
Tianyi Zhou [aut],
Mu Li [aut],
Junyuan Xie [aut],
Min Lin [aut],
Yifen [...truncated...]
Maintainer: Jiaming Yuan <jm.yuan@outlook.com>
Diff between xgboost versions 3.1.3.1 dated 2026-01-12 and 3.2.0.1 dated 2026-02-10
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xgboost-3.2.0.1/xgboost/src/src/common/error_msg.h | 11 xgboost-3.2.0.1/xgboost/src/src/common/hist_util.cc | 16 xgboost-3.2.0.1/xgboost/src/src/common/hist_util.cu | 33 xgboost-3.2.0.1/xgboost/src/src/common/hist_util.h | 2 xgboost-3.2.0.1/xgboost/src/src/common/host_device_vector.cc | 11 xgboost-3.2.0.1/xgboost/src/src/common/host_device_vector.cu | 14 xgboost-3.2.0.1/xgboost/src/src/common/linalg_op.cu | 9 xgboost-3.2.0.1/xgboost/src/src/common/linalg_op.cuh | 102 xgboost-3.2.0.1/xgboost/src/src/common/linalg_op.h | 227 xgboost-3.2.0.1/xgboost/src/src/common/math.h | 26 xgboost-3.2.0.1/xgboost/src/src/common/numeric.h | 95 xgboost-3.2.0.1/xgboost/src/src/common/partition_builder.h | 22 xgboost-3.2.0.1/xgboost/src/src/common/quantile.cuh | 7 xgboost-3.2.0.1/xgboost/src/src/common/quantile.h | 266 - xgboost-3.2.0.1/xgboost/src/src/common/random.h | 58 xgboost-3.2.0.1/xgboost/src/src/common/ref_resource_view.cuh | 3 xgboost-3.2.0.1/xgboost/src/src/common/ref_resource_view.h | 20 xgboost-3.2.0.1/xgboost/src/src/common/resource.cu | 7 xgboost-3.2.0.1/xgboost/src/src/common/resource.cuh | 6 xgboost-3.2.0.1/xgboost/src/src/common/stats.cc | 7 xgboost-3.2.0.1/xgboost/src/src/common/stats.cuh | 192 xgboost-3.2.0.1/xgboost/src/src/common/stats.h | 2 xgboost-3.2.0.1/xgboost/src/src/common/threading_utils.h | 93 xgboost-3.2.0.1/xgboost/src/src/data/array_interface.cc | 6 xgboost-3.2.0.1/xgboost/src/src/data/array_interface.cu | 11 xgboost-3.2.0.1/xgboost/src/src/data/batch_utils.cc | 20 xgboost-3.2.0.1/xgboost/src/src/data/batch_utils.h | 8 xgboost-3.2.0.1/xgboost/src/src/data/cat_container.cuh | 4 xgboost-3.2.0.1/xgboost/src/src/data/cat_container.h | 3 xgboost-3.2.0.1/xgboost/src/src/data/data.cc | 472 - xgboost-3.2.0.1/xgboost/src/src/data/data.cu | 136 xgboost-3.2.0.1/xgboost/src/src/data/ellpack_page.cu | 78 xgboost-3.2.0.1/xgboost/src/src/data/ellpack_page.cuh | 9 xgboost-3.2.0.1/xgboost/src/src/data/ellpack_page_raw_format.cu | 14 xgboost-3.2.0.1/xgboost/src/src/data/ellpack_page_source.cu | 7 xgboost-3.2.0.1/xgboost/src/src/data/ellpack_page_source.h | 9 xgboost-3.2.0.1/xgboost/src/src/data/gradient_index.cc | 40 xgboost-3.2.0.1/xgboost/src/src/data/gradient_index.cu | 2 xgboost-3.2.0.1/xgboost/src/src/data/gradient_index.h | 19 xgboost-3.2.0.1/xgboost/src/src/data/gradient_index_page_source.cc | 6 xgboost-3.2.0.1/xgboost/src/src/data/gradient_index_page_source.h | 4 xgboost-3.2.0.1/xgboost/src/src/data/iterative_dmatrix.cc | 6 xgboost-3.2.0.1/xgboost/src/src/data/iterative_dmatrix.cu | 11 xgboost-3.2.0.1/xgboost/src/src/data/iterative_dmatrix.h | 4 xgboost-3.2.0.1/xgboost/src/src/data/metainfo.cc |only xgboost-3.2.0.1/xgboost/src/src/data/metainfo.cu |only xgboost-3.2.0.1/xgboost/src/src/data/metainfo.h |only xgboost-3.2.0.1/xgboost/src/src/data/sparse_page_dmatrix.cc | 7 xgboost-3.2.0.1/xgboost/src/src/encoder/ordinal.cuh | 17 xgboost-3.2.0.1/xgboost/src/src/encoder/ordinal.h | 2 xgboost-3.2.0.1/xgboost/src/src/gbm/gblinear.cc | 9 xgboost-3.2.0.1/xgboost/src/src/gbm/gbtree.cc | 123 xgboost-3.2.0.1/xgboost/src/src/gbm/gbtree.h | 62 xgboost-3.2.0.1/xgboost/src/src/gbm/gbtree_model.cc | 30 xgboost-3.2.0.1/xgboost/src/src/gbm/gbtree_model.h | 63 xgboost-3.2.0.1/xgboost/src/src/learner.cc | 187 xgboost-3.2.0.1/xgboost/src/src/metric/auc.cu | 77 xgboost-3.2.0.1/xgboost/src/src/metric/elementwise_metric.cu | 3 xgboost-3.2.0.1/xgboost/src/src/metric/rank_metric.cc | 144 xgboost-3.2.0.1/xgboost/src/src/objective/adaptive.cc | 152 xgboost-3.2.0.1/xgboost/src/src/objective/adaptive.cu | 88 xgboost-3.2.0.1/xgboost/src/src/objective/adaptive.h | 46 xgboost-3.2.0.1/xgboost/src/src/objective/aft_obj.cu | 10 xgboost-3.2.0.1/xgboost/src/src/objective/hinge.cu | 12 xgboost-3.2.0.1/xgboost/src/src/objective/multiclass_obj.cu | 17 xgboost-3.2.0.1/xgboost/src/src/objective/quantile_obj.cu | 23 xgboost-3.2.0.1/xgboost/src/src/objective/regression_loss.h | 29 xgboost-3.2.0.1/xgboost/src/src/objective/regression_obj.cu | 186 xgboost-3.2.0.1/xgboost/src/src/predictor/array_tree_layout.h | 32 xgboost-3.2.0.1/xgboost/src/src/predictor/cpu_predictor.cc | 324 - xgboost-3.2.0.1/xgboost/src/src/predictor/gbtree_view.h |only xgboost-3.2.0.1/xgboost/src/src/predictor/gpu_predictor.cu | 1122 +--- xgboost-3.2.0.1/xgboost/src/src/predictor/predict_fn.h | 34 xgboost-3.2.0.1/xgboost/src/src/predictor/treeshap.cc | 46 xgboost-3.2.0.1/xgboost/src/src/predictor/treeshap.h | 15 xgboost-3.2.0.1/xgboost/src/src/tree/common_row_partitioner.h | 75 xgboost-3.2.0.1/xgboost/src/src/tree/constraints.cu | 12 xgboost-3.2.0.1/xgboost/src/src/tree/constraints.cuh | 24 xgboost-3.2.0.1/xgboost/src/src/tree/fit_stump.cc | 33 xgboost-3.2.0.1/xgboost/src/src/tree/fit_stump.h | 17 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/evaluate_splits.cu | 36 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/evaluate_splits.cuh | 63 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/evaluator.cu | 16 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/expand_entry.cu |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/expand_entry.cuh | 72 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/feature_groups.cu | 4 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/feature_groups.cuh | 9 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/histogram.cu | 813 +-- xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/histogram.cuh | 82 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/leaf_sum.cu |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/leaf_sum.cuh |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/multi_evaluate_splits.cu |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/multi_evaluate_splits.cuh |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/quantiser.cuh | 67 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/row_partitioner.cu | 3 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/row_partitioner.cuh | 113 xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/sampler.cu |only xgboost-3.2.0.1/xgboost/src/src/tree/gpu_hist/sampler.cuh |only xgboost-3.2.0.1/xgboost/src/src/tree/hist/evaluate_splits.h | 144 xgboost-3.2.0.1/xgboost/src/src/tree/hist/hist_param.h | 4 xgboost-3.2.0.1/xgboost/src/src/tree/hist/histogram.cc | 18 xgboost-3.2.0.1/xgboost/src/src/tree/hist/histogram.h | 176 xgboost-3.2.0.1/xgboost/src/src/tree/hist/sampler.cc |only xgboost-3.2.0.1/xgboost/src/src/tree/hist/sampler.h | 128 xgboost-3.2.0.1/xgboost/src/src/tree/io_utils.h | 1 xgboost-3.2.0.1/xgboost/src/src/tree/multi_target_tree_model.cc | 248 xgboost-3.2.0.1/xgboost/src/src/tree/param.h | 64 xgboost-3.2.0.1/xgboost/src/src/tree/split_evaluator.h | 17 xgboost-3.2.0.1/xgboost/src/src/tree/tree_model.cc | 620 +- xgboost-3.2.0.1/xgboost/src/src/tree/tree_view.cc |only xgboost-3.2.0.1/xgboost/src/src/tree/tree_view.h |only xgboost-3.2.0.1/xgboost/src/src/tree/updater_approx.cc | 44 xgboost-3.2.0.1/xgboost/src/src/tree/updater_colmaker.cc | 103 xgboost-3.2.0.1/xgboost/src/src/tree/updater_gpu_common.cuh | 91 xgboost-3.2.0.1/xgboost/src/src/tree/updater_gpu_hist.cu | 458 - xgboost-3.2.0.1/xgboost/src/src/tree/updater_gpu_hist.cuh |only xgboost-3.2.0.1/xgboost/src/src/tree/updater_prune.cc | 8 xgboost-3.2.0.1/xgboost/src/src/tree/updater_quantile_hist.cc | 294 - xgboost-3.2.0.1/xgboost/src/src/tree/updater_refresh.cc | 112 xgboost-3.2.0.1/xgboost/src/src/tree/updater_sync.cc | 5 xgboost-3.2.0.1/xgboost/src/xgboost_R.cc | 17 xgboost-3.2.0.1/xgboost/src/xgboost_R.h | 1 xgboost-3.2.0.1/xgboost/vignettes/xgboost_introduction.Rmd | 2 259 files changed, 12703 insertions(+), 11768 deletions(-)
Title: Helper Functions for Structural Equation Modeling
Description: An assortment of helper functions for doing structural equation
modeling, mainly by 'lavaan' for now. Most of them are time-saving functions
for common tasks in doing structural equation modeling and reading the
output. This package is not for functions that implement advanced statistical
procedures. It is a light-weight package for simple functions that do simple
tasks conveniently, with as few dependencies as possible.
Author: Shu Fai Cheung [aut, cre]
Maintainer: Shu Fai Cheung <shufai.cheung@gmail.com>
Diff between semhelpinghands versions 0.1.12 dated 2024-11-02 and 0.1.14 dated 2026-02-10
DESCRIPTION | 11 MD5 | 58 +- NEWS.md | 20 R/plot_boot.R | 28 + R/standardizedSolution_boot_ci.R | 24 R/store_boot_def.R | 26 + R/to_vectors.R | 88 ++- README.md | 2 build/partial.rdb |binary build/vignette.rds |binary inst/doc/semhelpinghands.Rmd | 17 inst/doc/semhelpinghands.html | 44 + inst/doc/standardizedSolution_boot_ci.Rmd | 489 ++++++++++---------- inst/doc/standardizedSolution_boot_ci.html | 58 ++ man/plot_boot.Rd | 24 man/show_more_options.Rd | 4 man/standardizedSolution_boot_ci.Rd | 25 + man/store_boot_def.Rd | 25 + tests/testthat/test-to_vectors.R | 24 vignettes/articles/figure/fig1-1.png |binary vignettes/articles/figure/fig2-1.png |binary vignettes/articles/figure/fig3-1.png |binary vignettes/articles/figure/fig4-1.png |binary vignettes/articles/plot_boot.Rmd | 34 + vignettes/articles/plot_boot.Rmd.original | 30 + vignettes/articles/references.bib | 19 vignettes/references.bib | 19 vignettes/semhelpinghands.Rmd | 17 vignettes/standardizedSolution_boot_ci.Rmd | 489 ++++++++++---------- vignettes/standardizedSolution_boot_ci.Rmd.original | 33 + 30 files changed, 1071 insertions(+), 537 deletions(-)
More information about semhelpinghands at CRAN
Permanent link
Title: Tools for Parsing and Generating XML Within R and S-Plus
Description: Many approaches for both reading and
creating XML (and HTML) documents (including DTDs), both local
and accessible via HTTP or FTP. Also offers access to an
'XPath' "interpreter".
Author: CRAN Team [ctb] ,
Duncan Temple Lang [aut] ,
Tomas Kalibera [ctb],
Ivan Krylov [cre]
Maintainer: Ivan Krylov <ikrylov@disroot.org>
Diff between XML versions 3.99-0.20 dated 2025-11-08 and 3.99-0.22 dated 2026-02-10
XML-3.99-0.20/XML/README |only XML-3.99-0.20/XML/man/parseDTD.Rd |only XML-3.99-0.20/XML/src/RSDTD.c |only XML-3.99-0.20/XML/src/RSDTD.h |only XML-3.99-0.22/XML/ChangeLog | 5 + XML-3.99-0.22/XML/DESCRIPTION | 25 +++++---- XML-3.99-0.22/XML/LICENSE | 2 XML-3.99-0.22/XML/MD5 | 67 +++++++++++++------------- XML-3.99-0.22/XML/NAMESPACE | 12 ---- XML-3.99-0.22/XML/R/DTD.R | 7 ++ XML-3.99-0.22/XML/R/XMLClasses.R | 3 - XML-3.99-0.22/XML/R/htmlParse.R | 3 - XML-3.99-0.22/XML/R/nodeAccessors.R | 3 - XML-3.99-0.22/XML/R/parseDTD.R | 22 -------- XML-3.99-0.22/XML/R/saveXML.R | 4 - XML-3.99-0.22/XML/R/tree.R | 7 +- XML-3.99-0.22/XML/R/version.R | 5 - XML-3.99-0.22/XML/R/xmlEventParse.R | 18 +++--- XML-3.99-0.22/XML/R/xmlNodes.R | 2 XML-3.99-0.22/XML/R/xmlTree.R | 3 - XML-3.99-0.22/XML/R/xmlTreeParse.R | 14 ----- XML-3.99-0.22/XML/inst/extdata |only XML-3.99-0.22/XML/man/XML-defunct.Rd |only XML-3.99-0.22/XML/man/dtdElement.Rd | 5 + XML-3.99-0.22/XML/man/dtdElementValidEntry.Rd | 5 + XML-3.99-0.22/XML/man/dtdIsAttribute.Rd | 4 + XML-3.99-0.22/XML/man/dtdValidElement.Rd | 11 +--- XML-3.99-0.22/XML/man/xmlEventParse.Rd | 2 XML-3.99-0.22/XML/src/DocParse.c | 33 ------------ XML-3.99-0.22/XML/src/EventParse.c | 5 - XML-3.99-0.22/XML/src/EventParse.h | 4 + XML-3.99-0.22/XML/src/HTMLParse.c | 17 ------ XML-3.99-0.22/XML/src/RUtils.c | 17 ------ XML-3.99-0.22/XML/src/Utils.h | 7 -- XML-3.99-0.22/XML/src/XMLEventParse.c | 11 +++- XML-3.99-0.22/XML/src/XMLTree.c | 44 +---------------- XML-3.99-0.22/XML/tests |only 37 files changed, 130 insertions(+), 237 deletions(-)
Title: Bayesian Aggregate Treatment Effects
Description: Running and comparing meta-analyses of data with hierarchical
Bayesian models in Stan, including convenience functions for formatting
data, plotting and pooling measures specific to meta-analysis. This implements many models
from Meager (2019) <doi:10.1257/app.20170299>.
Author: Witold Wiecek [cre, aut],
Rachael Meager [aut],
Brice Green [ctb] ,
Danny Toomey [ctb] ,
Trustees of Columbia University [cph]
Maintainer: Witold Wiecek <witold.wiecek@gmail.com>
Diff between baggr versions 0.7.11 dated 2025-06-19 and 0.8 dated 2026-02-10
DESCRIPTION | 12 MD5 | 93 +- NAMESPACE | 5 NEWS.md | 9 R/auto_prior.R | 428 ++++++----- R/baggr-package.R | 2 R/baggr.R | 72 +- R/baggr_plot.R | 12 R/convert_inputs.R | 90 +- R/forest_plot.R | 3 R/funnel.R |only R/loocv.R | 53 - R/print_baggr.R | 40 + R/selection.R |only R/trt_effects.R | 2 build/vignette.rds |binary inst/doc/baggr.R | 23 inst/doc/baggr.Rmd | 117 ++- inst/doc/baggr.html | 600 ++++++++++------ inst/doc/baggr_binary.Rmd | 12 inst/doc/baggr_binary.html | 23 inst/stan/functions/selection.stan |only inst/stan/rubin.stan | 61 + man/baggr-package.Rd | 2 man/baggr.Rd | 32 man/baggr_plot.Rd | 2 man/baggr_theme_set.Rd | 148 ++-- man/convert_inputs.Rd | 3 man/funnel_plot.Rd |only man/prepare_prior.Rd | 92 +- man/print.baggr.Rd | 3 man/selection.Rd |only src/stanExports_logit.cc | 34 src/stanExports_mutau.cc | 34 src/stanExports_mutau_full.cc | 34 src/stanExports_rubin.cc | 34 src/stanExports_rubin.h | 899 +++++++++++++++++-------- src/stanExports_rubin_full.cc | 34 tests/testthat/Rplots.pdf |binary tests/testthat/test_binary.R | 20 tests/testthat/test_full.R | 1 tests/testthat/test_loo.R | 4 tests/testthat/test_multiarm.R | 114 ++- tests/testthat/test_mutau.R | 6 tests/testthat/test_mutau_full.R | 36 - tests/testthat/test_rubin.R | 34 tests/testthat/test_selection_and_validation.R |only tests/testthat/test_uncovered_helpers.R |only vignettes/baggr.Rmd | 117 ++- vignettes/baggr_binary.Rmd | 12 vignettes/baggr_binary.Rmd.orig | 2 51 files changed, 2144 insertions(+), 1210 deletions(-)
Title: Robust Categorical Data Analysis
Description: Robust categorical data analysis based on the theory of C-estimation developed in Welz (2024) <doi:10.48550/arXiv.2403.11954>. For now, the package only implements robust estimation of polychoric correlation as proposed in Welz, Mair and Alfons (2026) <doi:10.1017/psy.2025.10066> and robust estimation of polyserial correlation (Welz, 2026 <doi:10.1017/psy.2026.10091>) with methods for printing and plotting. We will implement further models in future releases. In addition, the package is still experimental, so input arguments and class structure may change in future releases.
Author: Max Welz [aut, cre] ,
Andreas Alfons [aut] ,
Patrick Mair [aut]
Maintainer: Max Welz <max.welz@uzh.ch>
Diff between robcat versions 0.1.0 dated 2025-05-01 and 0.2 dated 2026-02-10
DESCRIPTION | 13 +- MD5 | 50 +++++++--- NAMESPACE | 9 + R/checks.R | 7 + R/polycor.R | 141 +++++++++++++++++++---------- R/polycor_funs_helper.R | 2 R/polycormat.R | 29 +---- R/polyserial.R |only R/polyserial_Qmat.R |only R/polyserial_efficiency.R |only R/polyserial_funs_helper.R |only R/polyserial_gradient.R |only R/polyserial_hessian_conditional.R |only R/polyserial_hessian_conditional_diag.R |only R/polyserial_hessian_conditional_offdiag.R |only R/polyserial_hessian_helpers.R |only R/polyserial_hessian_marginal.R |only R/polyserial_point.R |only R/polyserial_variance.R |only R/polyserial_variance_apprx.R |only R/polyserial_weights.R |only R/print.R | 43 ++++++++ R/vcov.R | 43 ++++++++ build/partial.rdb |binary man/initialize_param.Rd | 2 man/polycor.Rd | 16 +-- man/polycor_mle.Rd | 14 +- man/polycormat.Rd | 16 +-- man/polycormat_mle.Rd | 14 +- man/polyserial.Rd |only man/polyserial_efficiency.Rd |only man/polyserial_initialize_param.Rd |only man/polyserial_mle.Rd |only man/print.robpolyserial.Rd |only man/vcov.robpolycor.Rd | 5 - man/vcov.robpolyserial.Rd |only 36 files changed, 280 insertions(+), 124 deletions(-)
Title: Handle Air Quality Data from the European Environment Agency
Data Portal
Description: This software downloads and manages air quality data from the European Environmental Agency (EEA) dataflow (<https://www.eea.europa.eu/data-and-maps/data/aqereporting-9>).
See the web page <https://eeadmz1-downloads-webapp.azurewebsites.net/> for details on the EEA's Air Quality Download Service.
The package allows dynamically mapping the stations, summarising and time aggregating the measurements and building spatial interpolation maps.
See the web page <https://www.eea.europa.eu/en> for further information on EEA activities and history.
Further details, as well as, an extended vignette of the main functions included in the package, are available at the GitHub web page dedicated to the project.
Author: Paolo Maranzano [aut, cre, cph] ,
Riccardo Borgoni [aut, cph] ,
Samir Doghmi [aut, cph],
Agostino Tassan Mazzocco [aut, cph]
Maintainer: Paolo Maranzano <pmaranzano.ricercastatistica@gmail.com>
Diff between EEAaq versions 1.0.2 dated 2026-01-21 and 1.0.3 dated 2026-02-10
DESCRIPTION | 8 +++--- MD5 | 8 +++--- R/EEAaq_summary.R | 5 ++- R/EEAaq_time_aggregate.R | 20 +++++++-------- inst/doc/vignettes.html | 60 +++++++++++++++++++++++------------------------ 5 files changed, 51 insertions(+), 50 deletions(-)
Title: Statistical Evaluation of UMAP Dimensionality Reductions
Description: A metric expressing the quality of a UMAP layout. This is a
package that contains the Saturn_coefficient() function that reads an
input matrix, its dimensionality reduction produced by UMAP, and
evaluates the quality of this dimensionality reduction by producing a
real value in the [0; 1] interval. We call this real value Saturn
coefficient. A higher value means better dimensionality reduction; a
lower value means worse dimensionality reduction.
Reference: Davide Chicco et al. (February 2026), "The advantages of
our proposed Saturn coefficient over continuity and trustworthiness
for UMAP dimensionality reduction evaluation", PeerJ Computer
Science 12:e3424 (pp. 1-30), <doi:10.7717/peerj-cs.3424>.
Author: Davide Chicco [aut, cre]
Maintainer: Davide Chicco <davidechicco@davidechicco.it>
Diff between SaturnCoefficient versions 1.4 dated 2025-02-14 and 1.6 dated 2026-02-10
DESCRIPTION | 17 +- MD5 | 7 R/Saturn_coefficient.r | 20 ++ inst/CITATION |only inst/doc/SaturnCoefficient.html | 310 ++++++++++++++++++++++++++++++++-------- 5 files changed, 285 insertions(+), 69 deletions(-)
More information about SaturnCoefficient at CRAN
Permanent link
Title: SM/LM EGARCH & GARCH, VaR/ES Backtesting & Dual LM Extensions
Description: Implement and fit a variety of short-memory (SM) and long-memory
(LM) models from a very broad family of exponential generalized autoregressive
conditional heteroskedasticity (EGARCH) models, such as a MEGARCH (modified
EGARCH), FIEGARCH (fractionally integrated EGARCH), FIMLog-GARCH (fractionally
integrated modulus Log-GARCH), and more. The FIMLog-GARCH as part of the
EGARCH family is discussed in Feng et al. (2023)
<https://econpapers.repec.org/paper/pdnciepap/156.htm>. For convenience and
the purpose of comparison, a variety of other popular SM and LM GARCH-type
models, like an APARCH model, a fractionally integrated
APARCH (FIAPARCH) model, standard GARCH and fractionally integrated GARCH
(FIGARCH) models, GJR-GARCH and FIGJR-GARCH models, TGARCH and FITGARCH
models, are implemented as well as dual models with simultaneous modelling of
the mean, including dual long-memory models with a fractionally integrated
autoregressive moving average (FARIMA) model in the mean and a long [...truncated...]
Author: Dominik Schulz [aut, cre] ,
Yuanhua Feng [aut] ,
Christian Peitz [aut] ),
Oliver Kojo Ayensu [aut] ,
Thomas Gries [ctb] ,
Sikandar Siddiqui [ctb] ,
Shujie Li [ctb]
Maintainer: Dominik Schulz <dominik.schulz@uni-paderborn.de>
Diff between fEGarch versions 1.0.5 dated 2026-02-02 and 1.0.6 dated 2026-02-10
DESCRIPTION | 6 - MD5 | 62 +++++++------- NEWS.md | 18 +++- R/arma-farima-wrappers.R | 122 +++++++++++++++++++++++++++++ R/class-egarch-spec.R | 41 ++++++++- R/fitting-function.R | 4 R/general_garch_fitting.R | 53 ++++++++---- R/setup-estim.R | 4 R/sim-functions.R | 1 README.md | 54 ++++++------ man/SP500.Rd | 50 +++++------ man/UKinflation.Rd | 52 ++++++------ man/accessor_methods_distr_est.Rd | 94 +++++++++++----------- man/autoplot-fEGarch_risk-method.Rd | 72 ++++++++--------- man/backtest-generics.Rd | 82 +++++++++---------- man/fEGarch.Rd | 4 man/figures/README-unnamed-chunk-12-1.png |binary man/figures/README-unnamed-chunk-15-1.png |binary man/figures/README-unnamed-chunk-17-1.png |binary man/fit-test-generics.Rd | 126 +++++++++++++++--------------- man/fit_test_suite-fEGarch_fit-method.Rd | 102 ++++++++++++------------ man/fitted.Rd | 72 ++++++++--------- man/loss_functions.Rd | 46 +++++----- man/mean_spec_methods.Rd | 96 +++++++++++----------- man/nonpar-generics.Rd | 84 ++++++++++---------- man/plot-fEGarch_fit-ANY-method.Rd | 118 ++++++++++++++-------------- man/plot-fEGarch_risk-ANY-method.Rd | 78 +++++++++--------- man/plot.Rd | 42 +++++----- man/residuals.Rd | 66 +++++++-------- man/sigma.Rd | 72 ++++++++--------- tests/testthat/test-fEGarch-fitting.R | 4 tests/testthat/test-forecasting.R | 72 ++++++++--------- 32 files changed, 944 insertions(+), 753 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 0.3.0 dated 2025-11-28 and 0.3.1 dated 2026-02-10
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BioTIMEr-0.3.1/BioTIMEr/R/slopesBioTIME.R | 108 BioTIMEr-0.3.1/BioTIMEr/README.md | 2 BioTIMEr-0.3.1/BioTIMEr/inst/doc/introduction.R | 33 BioTIMEr-0.3.1/BioTIMEr/inst/doc/introduction.html | 2488 ++-------- BioTIMEr-0.3.1/BioTIMEr/inst/doc/introduction.qmd | 40 BioTIMEr-0.3.1/BioTIMEr/man/BioTIME-palette.Rd | 23 BioTIMEr-0.3.1/BioTIMEr/man/BioTIMEr-package.Rd | 9 BioTIMEr-0.3.1/BioTIMEr/man/getAlpha.Rd | 18 BioTIMEr-0.3.1/BioTIMEr/man/getAlphaMetrics.Rd | 49 BioTIMEr-0.3.1/BioTIMEr/man/getBetaMetrics.Rd | 42 BioTIMEr-0.3.1/BioTIMEr/man/getLinearRegressions.Rd | 45 BioTIMEr-0.3.1/BioTIMEr/man/gridding.Rd | 71 BioTIMEr-0.3.1/BioTIMEr/man/gridding_internal.Rd | 16 BioTIMEr-0.3.1/BioTIMEr/man/plotSlopes.Rd | 3 BioTIMEr-0.3.1/BioTIMEr/man/resampling.Rd | 83 BioTIMEr-0.3.1/BioTIMEr/man/resampling_core.Rd | 20 BioTIMEr-0.3.1/BioTIMEr/tests/testthat/_snaps/metrics.md | 159 BioTIMEr-0.3.1/BioTIMEr/tests/testthat/_snaps/scales/color-continuous-cool-false-0.svg |only 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BioTIMEr-0.3.1/BioTIMEr/tests/testthat/_snaps/scales/fill-continuous-warm-true-1.svg |only BioTIMEr-0.3.1/BioTIMEr/tests/testthat/_snaps/slopes.md | 879 +++ BioTIMEr-0.3.1/BioTIMEr/tests/testthat/test-metrics.R | 28 BioTIMEr-0.3.1/BioTIMEr/tests/testthat/test-scales.R | 14 BioTIMEr-0.3.1/BioTIMEr/tests/testthat/test-slopes.R | 45 BioTIMEr-0.3.1/BioTIMEr/vignettes/introduction.qmd | 40 80 files changed, 2196 insertions(+), 2530 deletions(-)
Title: Quantifying Ecological Memory in Palaeoecological Datasets and
Other Long Time-Series
Description: Quantifies ecological memory in long time-series using Random Forest models ('Benito', 'Gil-Romera', and 'Birks' 2019 <doi:10.1111/ecog.04772>) fitted with 'ranger' (Wright and Ziegler 2017 <doi:10.18637/jss.v077.i01>). Ecological memory is assessed by modeling a response variable as a function of lagged predictors, distinguishing endogenous memory (lagged response) from exogenous memory (lagged environmental drivers). Designed for palaeoecological datasets and simulated pollen curves from 'virtualPollen', but applicable to any long time-series with environmental drivers and a biotic response.
Author: Blas M. Benito [aut, cre, cph]
Maintainer: Blas M. Benito <blasbenito@gmail.com>
Diff between memoria versions 1.0.0 dated 2019-05-17 and 1.1.0 dated 2026-02-10
memoria-1.0.0/memoria/R/mergePalaeoData.R |only memoria-1.0.0/memoria/R/plotInteraction.R |only memoria-1.0.0/memoria/R/prepareLaggedData.R |only memoria-1.0.0/memoria/README.md |only memoria-1.0.0/memoria/build/vignette.rds |only memoria-1.0.0/memoria/data/climate.RData |only memoria-1.0.0/memoria/data/palaeodata.RData |only memoria-1.0.0/memoria/data/palaeodataLagged.RData |only memoria-1.0.0/memoria/data/palaeodataMemory.RData |only memoria-1.0.0/memoria/data/pollen.RData |only memoria-1.0.0/memoria/inst/doc |only memoria-1.0.0/memoria/man/figures/README-unnamed-chunk-3-1.png |only memoria-1.0.0/memoria/man/figures/README-unnamed-chunk-4-1.png |only memoria-1.0.0/memoria/man/figures/README-unnamed-chunk-8-1.png |only memoria-1.0.0/memoria/man/mergePalaeoData.Rd |only memoria-1.0.0/memoria/man/plotInteraction.Rd |only memoria-1.0.0/memoria/man/prepareLaggedData.Rd |only memoria-1.0.0/memoria/vignettes |only memoria-1.1.0/memoria/DESCRIPTION | 35 memoria-1.1.0/memoria/LICENSE |only memoria-1.1.0/memoria/MD5 | 82 -- memoria-1.1.0/memoria/NAMESPACE | 25 memoria-1.1.0/memoria/NEWS.md | 41 - memoria-1.1.0/memoria/R/alignTimeSeries.R |only memoria-1.1.0/memoria/R/computeMemory.R | 381 +++++---- memoria-1.1.0/memoria/R/experimentToTable.R | 204 +++- memoria-1.1.0/memoria/R/extractMemoryFeatures.R | 410 +++++----- memoria-1.1.0/memoria/R/lagTimeSeries.R |only memoria-1.1.0/memoria/R/memoria.R | 85 +- memoria-1.1.0/memoria/R/plotExperiment.R | 124 +-- memoria-1.1.0/memoria/R/plotMemory.R | 109 +- memoria-1.1.0/memoria/R/runExperiment.R | 199 ++-- memoria-1.1.0/memoria/build/partial.rdb |only memoria-1.1.0/memoria/data/climate.rda |only memoria-1.1.0/memoria/data/palaeodata.rda |only memoria-1.1.0/memoria/data/palaeodataLagged.rda |only memoria-1.1.0/memoria/data/palaeodataMemory.rda |only memoria-1.1.0/memoria/data/pollen.rda |only memoria-1.1.0/memoria/inst/CITATION |only memoria-1.1.0/memoria/inst/WORDLIST |only memoria-1.1.0/memoria/man/alignTimeSeries.Rd |only memoria-1.1.0/memoria/man/climate.Rd | 20 memoria-1.1.0/memoria/man/computeMemory.Rd | 89 +- memoria-1.1.0/memoria/man/experimentToTable.Rd | 20 memoria-1.1.0/memoria/man/extractMemoryFeatures.Rd | 76 + memoria-1.1.0/memoria/man/figures/README-example-1.png |only memoria-1.1.0/memoria/man/figures/README-unnamed-chunk-10-1.png |only memoria-1.1.0/memoria/man/figures/README-unnamed-chunk-5-1.png |binary memoria-1.1.0/memoria/man/figures/README-unnamed-chunk-7-1.png |binary memoria-1.1.0/memoria/man/lagTimeSeries.Rd |only memoria-1.1.0/memoria/man/palaeodata.Rd | 30 memoria-1.1.0/memoria/man/palaeodataLagged.Rd | 29 memoria-1.1.0/memoria/man/palaeodataMemory.Rd | 26 memoria-1.1.0/memoria/man/plotExperiment.Rd | 54 - memoria-1.1.0/memoria/man/plotMemory.Rd | 19 memoria-1.1.0/memoria/man/pollen.Rd | 12 memoria-1.1.0/memoria/man/runExperiment.Rd | 83 +- 57 files changed, 1224 insertions(+), 929 deletions(-)
Title: Fast Tidy Tools for Date and Date-Time Manipulation
Description: A set of fast tidy functions for wrangling, completing and
summarising date and date-time data. It combines 'tidyverse' syntax
with the efficiency of 'data.table' and speed of 'collapse'.
Author: Nick Christofides [aut, cre]
Maintainer: Nick Christofides <nick.christofides.r@gmail.com>
Diff between timeplyr versions 1.1.1 dated 2025-10-07 and 1.1.2 dated 2026-02-10
DESCRIPTION | 6 +- MD5 | 18 +++--- NEWS.md | 7 ++ R/df_utils.R | 2 R/time_seq.R | 38 ++++++++------ R/timeplyr-package.R | 4 - README.md | 81 ++++++++++++++++-------------- man/figures/README-unnamed-chunk-29-1.png |binary man/time_seq.Rd | 4 - man/timeplyr-package.Rd | 4 - 10 files changed, 92 insertions(+), 72 deletions(-)
Title: Forest Plots for Network Meta-Analysis with Proportion for Paths
and Studies
Description: Provides customized forest plots for network meta-analysis incorporating direct, indirect, and NMA effects. Includes visualizations of evidence contributions through
proportion bars based on the hat matrix and evidence flow decomposition.
Author: Yanqi Zhang [aut, cre],
Chong Wang [aut],
Annette O'Connor [aut]
Maintainer: Yanqi Zhang <zyq1998@iastate.edu>
Diff between NMAforest versions 0.1.2 dated 2025-09-10 and 0.1.3 dated 2026-02-10
DESCRIPTION | 18 ++-- MD5 | 10 +- R/NMAforest.R | 230 ++++++++++++++++++++++++++++++++++++++++++++++++++++--- R/example_data.R | 32 +++---- README.md | 2 man/NMAforest.Rd | 24 +++++ 6 files changed, 272 insertions(+), 44 deletions(-)
Title: Structure for Organizing Monte Carlo Simulation Designs
Description: Provides tools to safely and efficiently organize and execute
Monte Carlo simulation experiments in R.
The package controls the structure and back-end of Monte Carlo simulation experiments
by utilizing a generate-analyse-summarise workflow. The workflow safeguards against
common simulation coding issues, such as automatically re-simulating non-convergent results,
prevents inadvertently overwriting simulation files, catches error and warning messages
during execution, implicitly supports parallel processing with high-quality random number
generation, and provides tools for managing high-performance computing (HPC) array jobs
submitted to schedulers such as SLURM. For a pedagogical introduction to the package see
Sigal and Chalmers (2016) <doi:10.1080/10691898.2016.1246953>. For a more in-depth overview of
the package and its design philosophy see Chalmers and Adkins (2020) <doi:10.20982/tqmp.16.4.p248>.
Author: Phil Chalmers [aut, cre] ,
Matthew Sigal [ctb],
Ogreden Oguzhan [ctb],
Mikko Roenkkoe [aut],
Moritz Ketzer [ctb]
Maintainer: Phil Chalmers <rphilip.chalmers@gmail.com>
Diff between SimDesign versions 2.22 dated 2025-12-17 and 2.23 dated 2026-02-10
SimDesign-2.22/SimDesign/tests/tests/test-seeds_cruncher |only SimDesign-2.22/SimDesign/tests/tests/test-seeds_cruncher_1 |only SimDesign-2.22/SimDesign/tests/tests/test.rds |only SimDesign-2.23/SimDesign/DESCRIPTION | 8 - SimDesign-2.23/SimDesign/MD5 | 71 +++++-------- SimDesign-2.23/SimDesign/NAMESPACE | 4 SimDesign-2.23/SimDesign/NEWS.md | 14 ++ SimDesign-2.23/SimDesign/R/SimExtract.R | 4 SimDesign-2.23/SimDesign/R/SimFunctions.R | 16 ++ SimDesign-2.23/SimDesign/R/analysis.R | 32 ++++- SimDesign-2.23/SimDesign/R/descript.R |only SimDesign-2.23/SimDesign/R/functions.R | 25 ++++ SimDesign-2.23/SimDesign/R/rgenerate.R | 10 - SimDesign-2.23/SimDesign/R/runSimulation.R | 27 ++++ SimDesign-2.23/SimDesign/R/summary_functions.R | 62 ++++++++--- SimDesign-2.23/SimDesign/R/util.R | 52 ++++++++- SimDesign-2.23/SimDesign/inst/doc/Catch_errors.html | 10 - SimDesign-2.23/SimDesign/inst/doc/Fixed_obj_fun.html | 10 - SimDesign-2.23/SimDesign/inst/doc/HPC-computing.html | 4 SimDesign-2.23/SimDesign/inst/doc/MultipleAnalyses.html | 4 SimDesign-2.23/SimDesign/inst/doc/Parallel-computing.html | 4 SimDesign-2.23/SimDesign/inst/doc/Saving-results.html | 4 SimDesign-2.23/SimDesign/inst/doc/SimDesign-intro.html | 4 SimDesign-2.23/SimDesign/man/MAE.Rd | 14 ++ SimDesign-2.23/SimDesign/man/RMSE.Rd | 9 + SimDesign-2.23/SimDesign/man/SimExtract.Rd | 2 SimDesign-2.23/SimDesign/man/SimFunctions.Rd | 4 SimDesign-2.23/SimDesign/man/bias.Rd | 18 +++ SimDesign-2.23/SimDesign/man/descript.Rd |only SimDesign-2.23/SimDesign/man/rHeadrick.Rd | 4 SimDesign-2.23/SimDesign/man/rValeMaurelli.Rd | 6 - SimDesign-2.23/SimDesign/man/runSimulation.Rd | 7 + SimDesign-2.23/SimDesign/man/timeFormater.Rd | 28 ++++- SimDesign-2.23/SimDesign/tests/tests/test-04-prepare.R | 2 34 files changed, 343 insertions(+), 116 deletions(-)
Title: Functions to Calculate Optimal Fourth Down Decisions in the
National Football League
Description: A set of functions to estimate outcomes of fourth down plays
in the National Football League and obtain fourth down plays from
<https://www.nfl.com/> and <https://www.espn.com/>.
Author: Ben Baldwin [aut, cre, cph],
Sebastian Carl [ctb]
Maintainer: Ben Baldwin <bbaldwin206@gmail.com>
Diff between nfl4th versions 1.0.4 dated 2023-08-21 and 1.0.5 dated 2026-02-10
DESCRIPTION | 41 -- LICENSE | 4 MD5 | 56 +- NAMESPACE | 40 -- NEWS.md | 80 ++-- R/apply_win_prob.R | 205 +++++----- R/cache.R | 160 ++++---- R/decision_functions.R | 819 +++++++++++++++++++++++------------------- R/get_game_data.R | 700 ++++++++++++++++++++--------------- R/helpers.R | 544 ++++++++++++++++----------- R/nfl4th-package.R | 38 - R/silence_tidy_eval_notes.R | 273 +++++++------- R/sysdata.rda |binary R/table_functions.R | 279 +++++++------- R/wrapper.R | 510 +++++++++++++------------- R/zzz.R | 51 +- README.md | 170 ++++---- man/add_2pt_probs.Rd | 110 ++--- man/add_4th_probs.Rd | 118 +++--- man/get_4th_plays.Rd | 74 +-- man/load_4th_pbp.Rd | 70 +-- man/make_2pt_table_data.Rd | 86 ++-- man/make_table_data.Rd | 90 ++-- man/nfl4th-package.Rd | 64 +-- man/nfl4th_clear_cache.Rd | 52 +- tests/testthat.R | 8 tests/testthat/_snaps |only tests/testthat/setup.R | 57 +- tests/testthat/test-basic.R | 56 +- tests/testthat/test-wrapper.R |only 30 files changed, 2559 insertions(+), 2196 deletions(-)
Title: Interface to the 'nanoarrow' 'C' Library
Description: Provides an 'R' interface to the 'nanoarrow' 'C' library and the
'Apache Arrow' application binary interface. Functions to import and
export 'ArrowArray', 'ArrowSchema', and 'ArrowArrayStream' 'C' structures
to and from 'R' objects are provided alongside helpers to facilitate zero-copy
data transfer among 'R' bindings to libraries implementing the 'Arrow' 'C'
data interface.
Author: Dewey Dunnington [aut, cre] ,
Apache Arrow [aut, cph],
Apache Software Foundation [cph]
Maintainer: Dewey Dunnington <dewey@dunnington.ca>
Diff between nanoarrow versions 0.7.0-3 dated 2026-02-01 and 0.8.0 dated 2026-02-10
nanoarrow-0.7.0-3/nanoarrow/src/flatcc/portable/flatcc_portable.h |only nanoarrow-0.8.0/nanoarrow/DESCRIPTION | 10 - nanoarrow-0.8.0/nanoarrow/MD5 | 46 ++--- nanoarrow-0.8.0/nanoarrow/NAMESPACE | 5 nanoarrow-0.8.0/nanoarrow/NEWS.md | 12 + nanoarrow-0.8.0/nanoarrow/R/as-array.R | 4 nanoarrow-0.8.0/nanoarrow/R/convert-array-stream.R | 22 -- nanoarrow-0.8.0/nanoarrow/R/pkg-reticulate.R |only nanoarrow-0.8.0/nanoarrow/R/zzz.R | 7 nanoarrow-0.8.0/nanoarrow/inst/test-data |only nanoarrow-0.8.0/nanoarrow/man/as_nanoarrow_schema.python.builtin.object.Rd |only nanoarrow-0.8.0/nanoarrow/man/convert_array.Rd | 2 nanoarrow-0.8.0/nanoarrow/man/infer_nanoarrow_ptype.Rd | 2 nanoarrow-0.8.0/nanoarrow/src/init.c | 2 nanoarrow-0.8.0/nanoarrow/src/materialize.c | 43 +++- nanoarrow-0.8.0/nanoarrow/src/nanoarrow.c | 1 nanoarrow-0.8.0/nanoarrow/src/nanoarrow.h | 17 + nanoarrow-0.8.0/nanoarrow/src/nanoarrow.hpp |only nanoarrow-0.8.0/nanoarrow/src/nanoarrow_cpp.cc | 88 ++++++++++ nanoarrow-0.8.0/nanoarrow/src/nanoarrow_ipc.c | 62 +++++++ nanoarrow-0.8.0/nanoarrow/src/nanoarrow_ipc.h | 7 nanoarrow-0.8.0/nanoarrow/src/nanoarrow_ipc.hpp |only nanoarrow-0.8.0/nanoarrow/tests/testthat/test-as-array.R | 16 + nanoarrow-0.8.0/nanoarrow/tests/testthat/test-convert-array-stream.R | 34 +++ nanoarrow-0.8.0/nanoarrow/tests/testthat/test-convert-array.R | 35 +++ nanoarrow-0.8.0/nanoarrow/tests/testthat/test-pkg-reticulate.R |only nanoarrow-0.8.0/nanoarrow/tools/make-callentries.R | 2 27 files changed, 352 insertions(+), 65 deletions(-)
Title: Visualise and Calculate Life History Parameters for Fisheries
Science using 'ggplot2'
Description: Contains functions to create life history parameter plots from raw data.
The plots are created using 'ggplot2', and calculations done using the 'tidyverse'
collection of packages. The package contains references to FishBase
(Froese R., Pauly D., 2023) <https://www.fishbase.se/>.
Author: Mikko Vihtakari [aut, cre]
Maintainer: Mikko Vihtakari <mikko.vihtakari@hi.no>
Diff between ggFishPlots versions 0.3.0 dated 2024-06-26 and 0.4.0 dated 2026-02-10
DESCRIPTION | 18 MD5 | 58 +- NAMESPACE | 1 R/plot_catchcurve.R | 441 ++++++++++++----- R/plot_growth.R | 748 ++++++++++++++++++++++++------ R/plot_lw.R | 733 +++++++++++++++++++++-------- R/plot_maturity.R | 582 +++++++++++++++-------- R/theme_fishplots.R | 23 R/zzz.R | 5 man/figures/README-unnamed-chunk-10-1.png |binary man/figures/README-unnamed-chunk-11-1.png |binary man/figures/README-unnamed-chunk-12-1.png |binary man/figures/README-unnamed-chunk-13-1.png |binary man/figures/README-unnamed-chunk-14-1.png |binary man/figures/README-unnamed-chunk-15-1.png |binary man/figures/README-unnamed-chunk-17-1.png |binary man/figures/README-unnamed-chunk-18-1.png |binary man/figures/README-unnamed-chunk-19-1.png |binary man/figures/README-unnamed-chunk-20-1.png |binary man/figures/README-unnamed-chunk-21-1.png |binary man/figures/README-unnamed-chunk-22-1.png |binary man/figures/README-unnamed-chunk-3-1.png |binary man/figures/README-unnamed-chunk-5-1.png |binary man/figures/README-unnamed-chunk-6-1.png |binary man/figures/README-unnamed-chunk-7-1.png |binary man/figures/README-unnamed-chunk-8-1.png |binary man/figures/README-unnamed-chunk-9-1.png |binary man/plot_growth.Rd | 6 man/plot_lw.Rd | 4 man/theme_fishplots.Rd | 6 30 files changed, 1893 insertions(+), 732 deletions(-)
Title: An Interface to the 'fastText' Library
Description: An interface to the 'fastText' library
<https://github.com/facebookresearch/fastText>. The package
can be used for text classification and to learn word vectors.
An example how to use 'fastTextR' can be found in the 'README' file.
Author: Florian Schwendinger [aut],
Emil Hvitfeldt [aut, cre]
Maintainer: Emil Hvitfeldt <emilhhvitfeldt@gmail.com>
Diff between fastTextR versions 2.1.0 dated 2023-12-08 and 2.1.1 dated 2026-02-10
DESCRIPTION | 11 +++--- MD5 | 16 ++++----- NEWS.md | 4 ++ build/vignette.rds |binary inst/doc/Text_classification.R | 68 ++++++++++++++++++++-------------------- inst/doc/Word_representations.R | 12 +++---- src/autotune.cc | 3 + src/densematrix.cc | 2 - src/fasttext.cc | 2 - 9 files changed, 62 insertions(+), 56 deletions(-)
Title: Efficient Learning of Word Representations and Sentence
Classification
Description: An interface to the 'fastText' <https://github.com/facebookresearch/fastText> library for efficient learning of word representations and sentence classification. The 'fastText' algorithm is explained in detail in (i) "Enriching Word Vectors with subword Information", Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov, 2017, <doi:10.1162/tacl_a_00051>; (ii) "Bag of Tricks for Efficient Text Classification", Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov, 2017, <doi:10.18653/v1/e17-2068>; (iii) "FastText.zip: Compressing text classification models", Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Herve Jegou, Tomas Mikolov, 2016, <doi:10.48550/arXiv.1612.03651>.
Author: Lampros Mouselimis [aut, cre] ,
Facebook Inc [cph]
Maintainer: Lampros Mouselimis <mouselimislampros@gmail.com>
Diff between fastText versions 1.0.5 dated 2026-01-09 and 1.0.6 dated 2026-02-10
DESCRIPTION | 8 ++++---- MD5 | 11 ++++++----- NEWS.md | 5 +++++ README.md |only inst/doc/language_identification.html | 4 ++-- inst/doc/the_fastText_R_package.html | 4 ++-- src/fasttext.cc | 3 ++- 7 files changed, 21 insertions(+), 14 deletions(-)
Title: Create Interactive Graphs with 'Echarts JavaScript' Version 6
Description: Easily create interactive charts by leveraging the 'Echarts Javascript' library which includes
36 chart types, themes, 'Shiny' proxies and animations.
Author: John Coene [aut, cph],
David Munoz Tord [cre, ctb] ,
Wei Su [ctb],
Helgasoft [ctb],
Xianying Tan [ctb] ,
Robin Cura [ctb] ,
Mathida Chuk [ctb],
Robert Koetsier [ctb] ,
Jelle Geertsma [ctb],
Teofil Nakov [ctb],
Patrick Rekieta [ctb] ,
Jacci Ziebert [c [...truncated...]
Maintainer: David Munoz Tord <david.munoztord@mailbox.org>
Diff between echarts4r versions 0.4.6 dated 2025-09-11 and 0.5.0 dated 2026-02-10
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Title: Leveraging Experiment Lines to Data Analytics
Description: The natural increase in the complexity of current research experiments and data demands better tools to enhance productivity in Data Analytics. The package is a framework designed to address the modern challenges in data analytics workflows. The package is inspired by Experiment Line concepts. It aims to provide seamless support for users in developing their data mining workflows by offering a uniform data model and method API. It enables the integration of various data mining activities, including data preprocessing, classification, regression, clustering, and time series prediction. It also offers options for hyper-parameter tuning and supports integration with existing libraries and languages. Overall, the package provides researchers with a comprehensive set of functionalities for data science, promoting ease of use, extensibility, and integration with various tools and libraries. Information on Experiment Line is based on Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_2 [...truncated...]
Author: Eduardo Ogasawara [aut, ths, cre] ,
Ana Carolina Sa [aut],
Antonio Castro [aut],
Caio Santos [aut],
Diego Carvalho [ctb],
Diego Salles [aut],
Eduardo Bezerra [ctb],
Esther Pacitti [ctb],
Fabio Porto [ctb],
Janio Lima [aut],
Lucas Tavares [aut],
Rafae [...truncated...]
Maintainer: Eduardo Ogasawara <eogasawara@ieee.org>
Diff between daltoolbox versions 1.2.747 dated 2025-10-27 and 1.3.717 dated 2026-02-10
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Title: Classical Test Theory Functions
Description: A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses can be applied to both dichotomous and polytomous data. Functions provide reliability analyses (alpha), item statistics, disctractor analyses, disattenuated correlations, scoring routines, and empirical ICCs.
Author: John T. Willse [aut, cre]
Maintainer: John T. Willse <measurementjohn@gmail.com>
Diff between CTT versions 2.3.3 dated 2018-09-12 and 2.3.4 dated 2026-02-10
DESCRIPTION | 16 ++++++++++------ MD5 | 6 +++--- man/distractor.analysis.Rd | 2 +- man/distractorAnalysis.Rd | 2 +- 4 files changed, 15 insertions(+), 11 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2023-12-18 3.2.5
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2026-01-25 0.1.5
2026-01-21 0.1.4
2026-01-09 0.1.3
2025-11-17 0.1.2