Title: Sequential Probability Ratio Test (SPRT) Method
Description: Provides functions to perform the Sequential Probability Ratio Test (SPRT)
for hypothesis testing in Binomial, Poisson and Normal distributions.
The package allows users to specify Type I and Type II error probabilities,
decision thresholds, and compare null and alternative hypotheses sequentially
as data accumulate. It includes visualization tools for plotting the likelihood
ratio path and decision boundaries, making it easier to interpret results.
The methods are based on Wald (1945) <doi:10.1214/aoms/1177731118>,
who introduced the SPRT as one of the earliest and most powerful sequential
analysis techniques. This package is useful in quality control, clinical trials,
and other applications requiring early decision-making.The term 'SPRT' is an abbreviation and used intentionally.
Author: Huchesh Budihal [aut, cre]
Maintainer: Huchesh Budihal <hhbudihal17@gmail.com>
This is a re-admission after prior archival of version 1.0 dated 2015-04-14
Diff between SPRT versions 1.0 dated 2015-04-14 and 1.1.0 dated 2025-09-15
SPRT-1.0/SPRT/R/C.fn.R |only SPRT-1.0/SPRT/R/D.fn.R |only SPRT-1.0/SPRT/R/SPRT-internal.R |only SPRT-1.0/SPRT/R/SPRT.default.R |only SPRT-1.0/SPRT/R/boundary.fn.R |only SPRT-1.0/SPRT/R/llr.fn.R |only SPRT-1.0/SPRT/R/plot.SPRT.R |only SPRT-1.0/SPRT/R/print.SPRT.R |only SPRT-1.0/SPRT/R/waldBoundary.R |only SPRT-1.0/SPRT/man/C.fn.Rd |only SPRT-1.0/SPRT/man/D.fn.Rd |only SPRT-1.0/SPRT/man/SPRT-package.Rd |only SPRT-1.0/SPRT/man/SPRT.default.Rd |only SPRT-1.0/SPRT/man/boundary.fn.Rd |only SPRT-1.0/SPRT/man/llr.fn.Rd |only SPRT-1.0/SPRT/man/plot.SPRT.Rd |only SPRT-1.0/SPRT/man/print.SPRT.Rd |only SPRT-1.0/SPRT/man/waldBoundary.Rd |only SPRT-1.1.0/SPRT/DESCRIPTION | 33 +++++++++++----- SPRT-1.1.0/SPRT/LICENSE | 4 +- SPRT-1.1.0/SPRT/MD5 | 35 ++++++----------- SPRT-1.1.0/SPRT/NAMESPACE | 16 ++++++-- SPRT-1.1.0/SPRT/R/SPRT.R | 76 ++++++++++++++++++++++++++++++++++++-- SPRT-1.1.0/SPRT/R/sprt_plot.R |only SPRT-1.1.0/SPRT/build |only SPRT-1.1.0/SPRT/inst |only SPRT-1.1.0/SPRT/man/sprt.Rd |only SPRT-1.1.0/SPRT/man/sprt_plot.Rd |only SPRT-1.1.0/SPRT/tests |only SPRT-1.1.0/SPRT/vignettes |only 30 files changed, 123 insertions(+), 41 deletions(-)
Title: Feature Selection SVM using Penalty Functions
Description: Support Vector Machine (SVM) classification with simultaneous feature selection using penalty
functions is implemented. The smoothly clipped absolute deviation (SCAD),
'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic
SCAD' (SCAD and 'L2-norm') penalties are available. The tuning
parameters can be found using either a fixed grid or a interval
search.
Author: Natalia Becker [aut],
Wiebke Werft [aut],
Axel Benner [aut],
Frederic Bertrand [cre]
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Diff between penalizedSVM versions 1.1.4 dated 2023-03-23 and 1.2.0 dated 2025-09-15
DESCRIPTION | 33 ++- MD5 | 18 + NEWS.md | 7 R/svm.fs.R | 451 ++++++++++++++++++++++---------------------- README.md |only inst |only man/penalizedSVM-package.Rd | 2 tests |only 8 files changed, 280 insertions(+), 231 deletions(-)
Title: Functions to Assist Design and Analysis of Agronomic Experiments
Description: Provides functions to aid in the design and analysis of
agronomic and agricultural experiments through easy access to
documentation and helper functions, especially for users who are
learning these concepts. While not required for most functionality,
this package enhances the `asreml` package which provides a
computationally efficient algorithm for fitting mixed models
using Residual Maximum Likelihood. It is a commercial package
that can be purchased as 'asreml-R' from 'VSNi'
<https://vsni.co.uk/>, who will supply a zip file for local
installation/updating (see <https://asreml.kb.vsni.co.uk/>).
Author: Sharon Nielsen [aut],
Sam Rogers [aut, cre],
Annie Conway [aut],
University of Adelaide [cph, fnd] ,
Grains Research and Development Corporation [cph, fnd]
Maintainer: Sam Rogers <biometrytraining@adelaide.edu.au>
Diff between biometryassist versions 1.3.2 dated 2025-09-11 and 1.3.3 dated 2025-09-15
DESCRIPTION | 8 +++--- MD5 | 10 ++++---- NEWS.md | 6 +++++ tests/testthat/_snaps/utility_functions.md | 34 ++++++++++++++--------------- tests/testthat/test-mct.R | 9 ++++--- tests/testthat/test-zzz_install_asreml.R | 3 -- 6 files changed, 38 insertions(+), 32 deletions(-)
More information about biometryassist at CRAN
Permanent link
Title: Estimation of Transition Probabilities in Multistate Models
Description: Estimation of transition probabilities for the
illness-death model and or the three-state progressive model.
Author: Artur Araujo [aut, cre] ,
Luis Meira-Machado [aut] ,
Javier Roca-Pardinas [aut]
Maintainer: Artur Araujo <artur.stat@gmail.com>
Diff between TPmsm versions 1.2.12 dated 2023-12-07 and 1.2.14 dated 2025-09-15
DESCRIPTION | 31 MD5 | 158 +- R/BtoTPCmsm.R | 6 R/BtoTPmsm.R | 22 R/Clean.R | 6 R/OutTPmsm.R | 6 R/Outetm.R | 46 R/Outp3state.R | 6 R/TPmsmOut.R | 38 R/Trans.R | 86 - R/TransBoot.R | 124 +- R/TransCheck.R | 258 ++-- R/TransMatrix.R | 82 - R/TransMethod.R | 40 R/TransPROB.R | 90 - R/TransWidth.R | 30 R/addlegend.R | 30 R/as.data.frame.survTP.R | 14 R/contour.TPCmsm.R | 122 +- R/corrTP.R | 58 - R/csample.int.R | 8 R/dgpTP.R | 20 R/image.TPCmsm.R | 190 +-- R/lines.TPCmsm.R | 150 +- R/lines.TPmsm.R | 62 - R/methods.R | 62 - R/object.R | 14 R/plot.TPCmsm.R | 170 +-- R/plot.TPmsm.R | 68 - R/print.TPCmsm.R | 46 R/print.TPmsm.R | 52 R/setPackageSeedTP.R | 26 R/setSeedTP.R | 50 R/setThreadsTP.R | 16 R/survTP.R | 88 - R/toTPCmsm.R | 6 R/toTPmsm.R | 22 R/transAJ.R | 18 R/transIPCW.R | 30 R/transKMPW.R | 24 R/transKMW.R | 24 R/transLIN.R | 32 R/transLS.R | 28 R/transPAJ.R | 18 R/uniqueTP.R | 14 R/zzz.R | 6 README.md | 172 +-- build/partial.rdb |binary build/vignette.rds |binary inst/CITATION | 122 +- inst/NEWS.Rd | 12 inst/doc/TPmsm.R | 24 inst/doc/TPmsm.Rnw | 2324 ++++++++++++++++++++++---------------------- inst/doc/TPmsm.pdf |binary man/TPmsm-package.Rd | 8 man/TPmsmOut.Rd | 2 man/as.data.frame.survTP.Rd | 2 man/bladderTP.Rd | 86 - man/colonTP.Rd | 110 +- man/contour.TPCmsm.Rd | 2 man/corrTP.Rd | 2 man/dgpTP.Rd | 2 man/heartTP.Rd | 73 - man/image.TPCmsm.Rd | 2 man/lines.TPCmsm.Rd | 2 man/lines.TPmsm.Rd | 2 man/plot.TPCmsm.Rd | 2 man/plot.TPmsm.Rd | 2 man/setPackageSeedTP.Rd | 2 man/setSeedTP.Rd | 2 man/setThreadsTP.Rd | 2 man/survTP.Rd | 2 man/transAJ.Rd | 2 man/transIPCW.Rd | 2 man/transKMPW.Rd | 2 man/transKMW.Rd | 2 man/transLIN.Rd | 2 man/transLS.Rd | 2 man/transPAJ.Rd | 2 vignettes/TPmsm.Rnw | 2324 ++++++++++++++++++++++---------------------- 80 files changed, 3904 insertions(+), 3890 deletions(-)
Title: Rendering Risk Literacy more Transparent
Description: Risk-related information (like the prevalence of conditions, the sensitivity and specificity of diagnostic tests, or the effectiveness of interventions or treatments) can be expressed in terms of frequencies or probabilities. By providing a toolbox of corresponding metrics and representations, 'riskyr' computes, translates, and visualizes risk-related information in a variety of ways. Adopting multiple complementary perspectives provides insights into the interplay between key parameters and renders teaching and training programs on risk literacy more transparent (see <doi:10.3389/fpsyg.2020.567817>, for details).
Author: Hansjoerg Neth [aut, cre] ,
Felix Gaisbauer [aut] ,
Nico Gradwohl [aut] ,
Wolfgang Gaissmaier [aut]
Maintainer: Hansjoerg Neth <h.neth@uni.kn>
Diff between riskyr versions 0.4.0 dated 2022-08-15 and 0.5.0 dated 2025-09-15
DESCRIPTION | 25 MD5 | 192 ++-- NEWS.md | 216 +++-- R/comp_util.R | 637 ++++++++++++++- R/init_prob.R | 26 R/init_txt.R | 15 R/plot_crisk.R | 3 R/plot_prism.R | 2 R/plot_util.R | 119 +- R/riskyr_class.R | 14 R/riskyr_sims.R | 4 README.md | 522 +++++++----- build/partial.rdb |binary build/vignette.rds |binary inst/CITATION | 27 inst/WORDLIST | 10 inst/doc/A_user_guide.R | 140 +-- inst/doc/A_user_guide.Rmd | 30 inst/doc/A_user_guide.html | 1300 ++++++++++++++++++++++---------- inst/doc/B_data_formats.Rmd | 2 inst/doc/B_data_formats.html | 704 +++++++++++------ inst/doc/C_confusion_matrix.R | 14 inst/doc/C_confusion_matrix.Rmd | 2 inst/doc/C_confusion_matrix.html | 580 ++++++++++---- inst/doc/D_functional_perspectives.R | 32 inst/doc/D_functional_perspectives.Rmd | 12 inst/doc/D_functional_perspectives.html | 326 +++++--- inst/doc/E_riskyr_primer.R | 46 - inst/doc/E_riskyr_primer.Rmd | 25 inst/doc/E_riskyr_primer.html | 960 +++++++++++++++-------- inst/pix/logo.png |binary inst/pix/riskyr_hex_petgrey.png |only man/BRCA1.Rd | 2 man/BRCA1_mam.Rd | 4 man/BRCA1_ova.Rd | 4 man/BRCA2.Rd | 2 man/BRCA2_mam.Rd | 4 man/BRCA2_ova.Rd | 4 man/acc.Rd | 2 man/accu.Rd | 10 man/as_pb.Rd | 3 man/as_pc.Rd | 3 man/comp_FDR.Rd | 4 man/comp_FOR.Rd | 4 man/comp_NPV.Rd | 4 man/comp_PPV.Rd | 4 man/comp_acc.Rd | 4 man/comp_accu_freq.Rd | 8 man/comp_accu_prob.Rd | 8 man/comp_comp_pair.Rd | 4 man/comp_complement.Rd | 4 man/comp_complete_prob_set.Rd | 4 man/comp_err.Rd | 8 man/comp_fart.Rd | 4 man/comp_freq_freq.Rd | 2 man/comp_freq_prob.Rd | 2 man/comp_min_N.Rd | 2 man/comp_mirt.Rd | 4 man/comp_ppod.Rd | 4 man/comp_prob.Rd | 2 man/comp_prob_freq.Rd | 2 man/comp_prob_prob.Rd | 2 man/comp_sens.Rd | 4 man/comp_spec.Rd | 4 man/df_scenarios.Rd | 4 man/err.Rd | 4 man/freq.Rd | 8 man/init_txt.Rd | 2 man/num.Rd | 8 man/pal.Rd | 6 man/pal_bw.Rd | 6 man/pal_bwp.Rd | 6 man/pal_crisk.Rd | 2 man/pal_kn.Rd | 10 man/pal_mbw.Rd | 10 man/pal_mod.Rd | 10 man/pal_org.Rd | 10 man/pal_rgb.Rd | 10 man/pal_unikn.Rd | 10 man/pal_vir.Rd | 10 man/plot.box.Rd | 5 man/plot.riskyr.Rd | 4 man/print.box.Rd |only man/prob.Rd | 8 man/read_popu.Rd | 4 man/riskyr.Rd | 6 man/summary.riskyr.Rd | 4 man/t_A.Rd | 4 man/t_B.Rd | 4 man/t_I.Rd | 4 man/txt.Rd | 4 man/txt_TF.Rd | 8 man/txt_org.Rd | 8 vignettes/A_user_guide.Rmd | 30 vignettes/B_data_formats.Rmd | 2 vignettes/C_confusion_matrix.Rmd | 2 vignettes/D_functional_perspectives.Rmd | 12 vignettes/E_riskyr_primer.Rmd | 25 98 files changed, 4245 insertions(+), 2116 deletions(-)
Title: Parallelised Estimation of Prediction Error
Description: Designed for prediction error estimation
through resampling techniques, possibly accelerated by parallel
execution on a compute cluster. Newly developed model fitting
routines can be easily incorporated. Methods used in the package are detailed in
Porzelius Ch., Binder H. and Schumacher M. (2009) <doi:10.1093/bioinformatics/btp062>
and were used, for instance, in
Porzelius Ch., Schumacher M. and Binder H. (2011) <doi:10.1007/s00180-011-0236-6>.
Author: Christine Porzelius [aut],
Harald Binder [aut],
Frederic Bertrand [cre]
Maintainer: Frederic Bertrand <frederic.bertrand@lecnam.net>
Diff between peperr versions 1.5 dated 2023-03-22 and 1.6 dated 2025-09-15
DESCRIPTION | 29 +++++++++++++++++++++-------- MD5 | 34 +++++++++++++++++++++++++--------- NAMESPACE | 2 +- NEWS.md | 6 ++++++ R/aggregation.brier.R | 4 ++-- R/aggregation.misclass.R | 4 ++-- README.md | 7 ++++--- inst |only man/peperr.Rd | 6 +++--- src/R_init_peperr.c | 2 +- src/noinf_R.h | 2 +- tests |only 12 files changed, 66 insertions(+), 30 deletions(-)
Title: Access Brazilian Data via APIs and Curated Datasets
Description: Provides functions to access data from the 'BrasilAPI', 'REST Countries API',
'Nager.Date API', and 'World Bank API', related to Brazil's postal codes, banks, holidays,
company registrations, international country indicators, public holidays information, and
economic development data. Additionally, the package includes curated datasets related to
Brazil, covering topics such as demographic data (males and females by state and year),
river levels, environmental emission factors, film festivals, and yellow fever outbreak
records. The package supports research and analysis focused on Brazil by integrating open
APIs with high-quality datasets from multiple domains. For more information on the APIs, see:
'BrasilAPI' <https://brasilapi.com.br/>,
'Nager.Date' <https://date.nager.at/Api>,
'World Bank API' <https://datahelpdesk.worldbank.org/knowledgebase/articles/889392>,
and 'REST Countries API' <https://restcountries.com/>.
Author: Renzo Caceres Rossi [aut, cre]
Maintainer: Renzo Caceres Rossi <arenzocaceresrossi@gmail.com>
Diff between BrazilDataAPI versions 0.1.0 dated 2025-07-09 and 0.2.0 dated 2025-09-15
BrazilDataAPI-0.1.0/BrazilDataAPI/R/get_country_info.R |only BrazilDataAPI-0.1.0/BrazilDataAPI/man/get_country_info.Rd |only BrazilDataAPI-0.1.0/BrazilDataAPI/tests/testthat/test-get_country_info.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/DESCRIPTION | 32 +- BrazilDataAPI-0.2.0/BrazilDataAPI/MD5 | 109 ++++--- BrazilDataAPI-0.2.0/BrazilDataAPI/NAMESPACE | 18 + BrazilDataAPI-0.2.0/BrazilDataAPI/NEWS.md |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/brazildataapi-package.R | 12 BrazilDataAPI-0.2.0/BrazilDataAPI/R/data-documentation.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_banks.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_cep.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_child_mortality.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_cnpj.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_cpi.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_energy_use.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_gdp.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_holidays.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_hospital_beds.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_life_expectancy.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_literacy_rate.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_municipalities.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_population.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_rate_name.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_rates.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_unemployment.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_brazil_vehicle_brands.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/R/get_country_info_br.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/R/utils.R | 39 ++ BrazilDataAPI-0.2.0/BrazilDataAPI/R/view_datasets_BrazilDataAPI.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/README.md | 29 + BrazilDataAPI-0.2.0/BrazilDataAPI/build/vignette.rds |binary BrazilDataAPI-0.2.0/BrazilDataAPI/inst/CITATION | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/inst/doc/BrazilDataAPI_vignette.R | 15 BrazilDataAPI-0.2.0/BrazilDataAPI/inst/doc/BrazilDataAPI_vignette.Rmd | 59 +++ BrazilDataAPI-0.2.0/BrazilDataAPI/inst/doc/BrazilDataAPI_vignette.html | 152 ++++++---- BrazilDataAPI-0.2.0/BrazilDataAPI/inst/licenses/LICENSE | 2 BrazilDataAPI-0.2.0/BrazilDataAPI/inst/licenses/LICENSE.md | 21 + BrazilDataAPI-0.2.0/BrazilDataAPI/man/BrazilDataAPI.Rd | 8 BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_child_mortality.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_cpi.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_energy_use.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_gdp.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_holidays.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_hospital_beds.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_life_expectancy.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_literacy_rate.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_population.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_brazil_unemployment.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/man/get_country_info_br.Rd |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-Brasil_females_df.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-Brasil_males_df.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-Brazil_films_df.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-Yellow_Fever_list.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_banks.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_cep.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_child_mortality.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_cnpj.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_cpi.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_energy_use.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_gdp.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_holidays.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_hospital_beds.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_life_expectancy.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_literacy_rate.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_municipalities.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_population.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_rate_name.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_unemployment.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_brazil_vehicle_brands.R | 49 ++- BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-get_country_info_br.R |only BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-manaus_ts.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-sp_emission_factors_df.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/tests/testthat/test-view_datasets_BrazilDataAPI.R | 4 BrazilDataAPI-0.2.0/BrazilDataAPI/vignettes/BrazilDataAPI_vignette.Rmd | 59 +++ 74 files changed, 492 insertions(+), 200 deletions(-)
Title: Variational Mode Decomposition
Description: 'RcppArmadillo' implementation for the Matlab code of the 'Variational Mode Decomposition' and 'Two-Dimensional Variational Mode Decomposition'. For more information, see (i) 'Variational Mode Decomposition' by K. Dragomiretskiy and D. Zosso in IEEE Transactions on Signal Processing, vol. 62, no. 3, pp. 531-544, Feb.1, 2014, <doi:10.1109/TSP.2013.2288675>; (ii) 'Two-Dimensional Variational Mode Decomposition' by Dragomiretskiy, K., Zosso, D. (2015), In: Tai, XC., Bae, E., Chan, T.F., Lysaker, M. (eds) Energy Minimization Methods in Computer Vision and Pattern Recognition. EMMCVPR 2015. Lecture Notes in Computer Science, vol 8932. Springer, <doi:10.1007/978-3-319-14612-6_15>.
Author: Lampros Mouselimis [aut, cre] ,
Dominique Zosso [cph] ,
Konstantin Dragomiretskiy [cph]
Maintainer: Lampros Mouselimis <mouselimislampros@gmail.com>
Diff between VMDecomp versions 1.0.1 dated 2022-07-04 and 1.0.2 dated 2025-09-15
DESCRIPTION | 17 MD5 | 22 NEWS.md | 5 README.md | 6 build/vignette.rds |binary inst/doc/variatonal_mode_decomposition.R | 306 ++++++------ inst/doc/variatonal_mode_decomposition.Rmd | 2 inst/doc/variatonal_mode_decomposition.html | 687 ++++++++++++++++++---------- src/Makevars | 17 src/Makevars.win | 17 src/vmd.cpp | 1 vignettes/variatonal_mode_decomposition.Rmd | 2 12 files changed, 648 insertions(+), 434 deletions(-)
Title: Analysis and Mining of Multilayer Social Networks
Description: Functions for the creation/generation and analysis of multilayer social networks <doi:10.18637/jss.v098.i08>.
Author: Matteo Magnani [aut, cre],
Luca Rossi [aut] ,
Davide Vega [aut] ,
Obaida Hanteer [ctb]
Maintainer: Matteo Magnani <matteo.magnani@it.uu.se>
Diff between multinet versions 4.2.2 dated 2025-04-08 and 4.3 dated 2025-09-15
DESCRIPTION | 17 ++++++++--------- MD5 | 30 +++++++++++++++++++++++++----- NEWS | 4 ++++ src/Makevars | 4 ++-- src/Makevars.win | 4 ++-- src/r_functions.cpp | 18 ++---------------- src/src/community/_impl/abacus_utils.hpp |only src/src/community/_impl/abacus_utils.ipp |only src/src/community/abacus.hpp |only src/src/community/abacus.ipp |only src/src/core/arules |only 11 files changed, 43 insertions(+), 34 deletions(-)
Title: Kernel k Nearest Neighbors
Description: Extends the simple k-nearest neighbors algorithm by incorporating numerous kernel functions and a variety of distance metrics. The package takes advantage of 'RcppArmadillo' to speed up the calculation of distances between observations.
Author: Lampros Mouselimis [aut, cre] ,
Matthew Parks [ctb]
Maintainer: Lampros Mouselimis <mouselimislampros@gmail.com>
Diff between KernelKnn versions 1.1.5 dated 2023-01-06 and 1.1.6 dated 2025-09-15
DESCRIPTION | 15 MD5 | 26 NEWS.md | 7 README.md | 5 build/vignette.rds |binary inst/doc/binary_classification_using_the_ionosphere_data.R | 36 inst/doc/binary_classification_using_the_ionosphere_data.html | 664 ++++++-- inst/doc/image_classification_using_MNIST_CIFAR_data.R | 462 +++--- inst/doc/image_classification_using_MNIST_CIFAR_data.html | 739 ++++++---- inst/doc/regression_using_the_housing_data.R | 36 inst/doc/regression_using_the_housing_data.html | 617 +++++--- src/Makevars | 4 src/Makevars.win | 6 src/distance_metrics.cpp | 1 14 files changed, 1672 insertions(+), 946 deletions(-)
Title: A Simpler Way to Find Your Files
Description: Constructs paths to your project's files.
Declare the relative path of a file within your project with 'i_am()'.
Use the 'here()' function as a drop-in replacement for 'file.path()',
it will always locate the files relative to your project root.
Author: Kirill Mueller [aut, cre] ,
Jennifer Bryan [ctb]
Maintainer: Kirill Mueller <kirill@cynkra.com>
Diff between here versions 1.0.1 dated 2020-12-13 and 1.0.2 dated 2025-09-15
DESCRIPTION | 23 - MD5 | 36 +- NEWS.md | 19 + R/aaa.R | 3 R/here.R | 2 R/zzz.R | 2 README.md | 71 +++-- build/vignette.rds |binary inst/doc/here.R | 14 - inst/doc/here.Rmd | 6 inst/doc/here.html | 535 +++++++++++++++++++++++---------------- inst/doc/rmarkdown.R | 4 inst/doc/rmarkdown.html | 184 ++++++++----- man/here.Rd | 5 man/i_am.Rd | 2 man/set_here.Rd | 2 tests/testthat/_snaps/dr_here.md | 21 - tests/testthat/_snaps/i_am.md | 7 vignettes/here.Rmd | 6 19 files changed, 571 insertions(+), 371 deletions(-)