Title: Useful Tools for Structural Equation Modeling
Description: Provides miscellaneous tools for structural equation modeling,
many of which extend the 'lavaan' package. For example, latent
interactions can be estimated using product indicators (Lin et al.,
2010, <doi:10.1080/10705511.2010.488999>) and simple effects probed;
analytical power analyses can be conducted (Jak et al., 2021,
<doi:10.3758/s13428-020-01479-0>); and scale reliability
can be estimated based on estimated factor-model parameters.
Author: Terrence D. Jorgensen [aut, cre] ,
Sunthud Pornprasertmanit [aut] ,
Alexander M. Schoemann [aut] ,
Yves Rosseel [aut] ,
Patrick Miller [ctb],
Corbin Quick [ctb],
Mauricio Garnier-Villarreal [ctb] ,
James Selig [ctb],
Aaron Boulton [ctb],
Kristopher P [...truncated...]
Maintainer: Terrence D. Jorgensen <TJorgensen314@gmail.com>
Diff between semTools versions 0.5-7 dated 2025-03-13 and 0.5-8 dated 2026-02-14
semTools-0.5-7/semTools/R/efa.R |only semTools-0.5-7/semTools/R/longInvariance.R |only semTools-0.5-7/semTools/R/measurementInvariance.R |only semTools-0.5-7/semTools/R/measurementInvarianceCat.R |only semTools-0.5-7/semTools/R/runMI-LRT.R |only semTools-0.5-7/semTools/R/runMI-Wald.R |only semTools-0.5-7/semTools/R/runMI-methods.R |only semTools-0.5-7/semTools/R/runMI-modification.R |only semTools-0.5-7/semTools/R/runMI-score.R |only semTools-0.5-7/semTools/R/runMI.R |only semTools-0.5-7/semTools/man/EFA-class.Rd |only semTools-0.5-7/semTools/man/OLDlavaan.mi-class.Rd |only semTools-0.5-7/semTools/man/calculate.D2-deprecated.Rd |only semTools-0.5-7/semTools/man/efaUnrotate-deprecated.Rd |only semTools-0.5-7/semTools/man/lavTestLRT.mi-deprecated.Rd |only semTools-0.5-7/semTools/man/lavTestScore.mi-deprecated.Rd |only semTools-0.5-7/semTools/man/lavTestWald.mi-deprecated.Rd |only semTools-0.5-7/semTools/man/longInvariance-deprecated.Rd |only semTools-0.5-7/semTools/man/measurementInvariance-deprecated.Rd |only semTools-0.5-7/semTools/man/measurementInvarianceCat-deprecated.Rd |only semTools-0.5-7/semTools/man/miPowerFit.Rd |only semTools-0.5-7/semTools/man/modindices.mi-deprecated.Rd |only semTools-0.5-7/semTools/man/rotate-deprecated.Rd |only semTools-0.5-7/semTools/man/runMI-deprecated.Rd |only semTools-0.5-8/semTools/DESCRIPTION | 53 semTools-0.5-8/semTools/MD5 | 106 semTools-0.5-8/semTools/NAMESPACE | 33 semTools-0.5-8/semTools/NEWS.md | 43 semTools-0.5-8/semTools/R/clipboard.R | 20 semTools-0.5-8/semTools/R/compareFit.R | 57 semTools-0.5-8/semTools/R/dataDiagnosis.R | 8 semTools-0.5-8/semTools/R/fitIndices.R | 47 semTools-0.5-8/semTools/R/indProd.R | 25 semTools-0.5-8/semTools/R/measEq.R | 8 semTools-0.5-8/semTools/R/miPowerFit.R | 1887 +++++++-- semTools-0.5-8/semTools/R/missingBootstrap.R | 8 semTools-0.5-8/semTools/R/monteCarloCI.R | 13 semTools-0.5-8/semTools/R/partialInvariance.R | 255 - semTools-0.5-8/semTools/R/permuteMeasEq.R | 9 semTools-0.5-8/semTools/R/plausibleValues.R | 6 semTools-0.5-8/semTools/R/powerAnalysisRMSEA.R | 4 semTools-0.5-8/semTools/R/reliability.R | 1956 +++++----- semTools-0.5-8/semTools/R/semTools.R | 2 semTools-0.5-8/semTools/R/singleParamTest.R | 244 + semTools-0.5-8/semTools/build/partial.rdb |binary semTools-0.5-8/semTools/build/vignette.rds |binary semTools-0.5-8/semTools/inst/doc/partialInvariance.pdf |binary semTools-0.5-8/semTools/man/bsBootMiss.Rd | 3 semTools-0.5-8/semTools/man/chisqSmallN.Rd | 4 semTools-0.5-8/semTools/man/clipboard.Rd | 14 semTools-0.5-8/semTools/man/compRelSEM.Rd | 661 +-- semTools-0.5-8/semTools/man/epcEquivCheck.Rd |only semTools-0.5-8/semTools/man/epcEquivFit.Rd |only semTools-0.5-8/semTools/man/indProd.Rd | 23 semTools-0.5-8/semTools/man/kurtosis.Rd | 2 semTools-0.5-8/semTools/man/measEq.syntax.Rd | 2 semTools-0.5-8/semTools/man/monteCarloCI.Rd | 6 semTools-0.5-8/semTools/man/moreFitIndices.Rd | 4 semTools-0.5-8/semTools/man/nullRMSEA.Rd | 2 semTools-0.5-8/semTools/man/partialInvariance.Rd | 101 semTools-0.5-8/semTools/man/permuteMeasEq.Rd | 7 semTools-0.5-8/semTools/man/plausibleValues.Rd | 4 semTools-0.5-8/semTools/man/plotRMSEApower.Rd | 2 semTools-0.5-8/semTools/man/semTools-deprecated.Rd | 143 semTools-0.5-8/semTools/man/semTools.Rd | 2 semTools-0.5-8/semTools/man/singleParamTest.Rd | 20 semTools-0.5-8/semTools/man/skew.Rd | 4 67 files changed, 3694 insertions(+), 2094 deletions(-)
Title: Portable Native and Joint Stack Traces
Description: Obtain the native stack trace and fuse it with R's
stack trace for easier debugging of R packages with native code.
Author: Kirill Mueller [aut, cre] ,
R Consortium [fnd],
Ian Lance Taylor [aut] ,
Free Software Foundation [cph]
Maintainer: Kirill Mueller <kirill@cynkra.com>
Diff between winch versions 0.1.2 dated 2025-05-01 and 0.1.3 dated 2026-02-14
DESCRIPTION | 10 +-- MD5 | 10 +-- NEWS.md | 33 +++++++++++++ build/vignette.rds |binary inst/doc/report.html | 128 +++++++++++++++++++++++++-------------------------- tests/example6.R | 2 6 files changed, 107 insertions(+), 76 deletions(-)
Title: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis
Tests
Description: Compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and machine learning models in R. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference. Details can be found in Arel-Bundock, Greifer, and Heiss (2024) <doi:10.18637/jss.v111.i09>.
Author: Vincent Arel-Bundock [aut, cre, cph] ,
Noah Greifer [ctb] ,
Etienne Bacher [ctb] ,
Grant McDermott [ctb] ,
Andrew Heiss [ctb]
Maintainer: Vincent Arel-Bundock <vincent.arel-bundock@umontreal.ca>
Diff between marginaleffects versions 0.31.0 dated 2025-11-14 and 0.32.0 dated 2026-02-14
DESCRIPTION | 52 +++++------ MD5 | 95 ++++++++++---------- NAMESPACE | 4 NEWS.md | 17 +++ R/autodiff.R | 27 ++++- R/comparisons.R | 14 +-- R/datagrid.R | 31 +++++- R/get_comparisons.R | 20 +++- R/get_comparisons_data.R | 2 R/get_modeldata.R | 13 +- R/get_predict.R | 44 ++++----- R/get_se_delta.R | 2 R/get_vcov.R | 2 R/hypotheses.R | 2 R/hypothesis_string.R | 2 R/inferences.R | 1 R/methods_DirichletReg.R |only R/methods_betareg.R | 2 R/methods_dbarts.R | 2 R/methods_fixest.R | 17 +++ R/methods_robustlmm.R | 2 R/methods_survey.R | 10 +- R/plot_build.R | 60 +++++++++--- R/plot_comparisons.R | 4 R/plot_predictions.R | 66 +++++--------- R/plot_slopes.R | 2 R/predictions.R | 8 - R/sanitize_newdata.R | 21 ++++ R/sanity_model.R | 30 +++--- R/slopes.R | 10 +- R/type_dictionary.R | 1 R/unpack_matrix_cols.R | 4 R/utils.R | 21 ++++ man/autodiff.Rd | 14 +-- man/comparisons.Rd | 190 +++++++++++++++++++++++++++++------------ man/get_coef.Rd | 7 + man/get_dataset.Rd | 2 man/get_group_names.Rd | 2 man/get_predict.Rd | 27 +++-- man/get_vcov.Rd | 2 man/hypotheses.Rd | 6 - man/inferences.Rd | 1 man/plot_comparisons.Rd | 14 --- man/plot_predictions.Rd | 81 ++++++++++++++++- man/plot_slopes.Rd | 4 man/predictions.Rd | 104 ++++++++++++++++++---- man/sanitize_model_specific.Rd | 34 ++++--- man/set_coef.Rd | 20 ++-- man/slopes.Rd | 104 ++++++++++++++++++---- 49 files changed, 825 insertions(+), 375 deletions(-)
More information about marginaleffects at CRAN
Permanent link
Title: R Interface to 'Keras'
Description: Interface to 'Keras' <https://keras.io>, a high-level neural
networks 'API'. 'Keras' was developed with a focus on enabling fast experimentation,
supports both convolution based networks and recurrent networks (as well as
combinations of the two), and runs seamlessly on both 'CPU' and 'GPU' devices.
Author: Tomasz Kalinowski [ctb, cph, cre],
Daniel Falbel [ctb, cph],
JJ Allaire [aut, cph],
Francois Chollet [aut, cph],
RStudio [ctb, cph, fnd],
Google [ctb, cph, fnd],
Yuan Tang [ctb, cph] ,
Wouter Van Der Bijl [ctb, cph],
Martin Studer [ctb, cph],
Sigrid [...truncated...]
Maintainer: Tomasz Kalinowski <tomasz@posit.co>
Diff between keras versions 2.16.0 dated 2025-08-18 and 2.16.1 dated 2026-02-14
DESCRIPTION | 8 ++--- MD5 | 56 +++++++++++++++++------------------ NEWS.md | 2 + R/model-custom.R | 2 - R/package.R | 6 +++ R/py-classes.R | 3 - build/vignette.rds |binary inst/doc/applications.html | 3 - inst/doc/custom_layers.html | 3 - inst/doc/custom_models.html | 3 - inst/doc/faq.html | 3 - inst/doc/functional_api.Rmd | 10 +----- inst/doc/functional_api.html | 16 +++++----- inst/doc/guide_keras.html | 3 - inst/doc/index.Rmd | 2 - inst/doc/index.html | 9 ++--- inst/doc/saving_serializing.Rmd | 7 ++-- inst/doc/saving_serializing.html | 9 +++-- inst/doc/sequential_model.Rmd | 17 +++++----- inst/doc/sequential_model.html | 35 ++++++++++----------- inst/doc/training_callbacks.html | 3 - inst/doc/training_visualization.html | 9 ++--- man/grapes-set-active-grapes.Rd | 2 - man/keras_model_custom.Rd | 2 - tests/testthat/helper-utils.R | 21 ++++++++++--- vignettes/functional_api.Rmd | 10 +----- vignettes/index.Rmd | 2 - vignettes/saving_serializing.Rmd | 7 ++-- vignettes/sequential_model.Rmd | 17 +++++----- 29 files changed, 136 insertions(+), 134 deletions(-)
Title: Fast Algorithms for Fitting Topic Models and Non-Negative Matrix
Factorizations to Count Data
Description: Implements fast, scalable optimization algorithms for
fitting topic models ("grade of membership" models) and
non-negative matrix factorizations to count data. The methods
exploit the special relationship between the multinomial topic
model (also, "probabilistic latent semantic indexing") and Poisson
non-negative matrix factorization. The package provides tools to
compare, annotate and visualize model fits, including functions to
efficiently create "structure plots" and identify key features in
topics. The 'fastTopics' package is a successor to the
'CountClust' package. For more information, see
<doi:10.48550/arXiv.2105.13440> and
<doi:10.1186/s13059-023-03067-9>. Please also see the GitHub
repository for additional vignettes not included in the package on
CRAN.
Author: Peter Carbonetto [aut, cre],
Kevin Luo [aut],
Kushal Dey [aut],
Joyce Hsiao [ctb],
Abhishek Sarkar [ctb],
Anthony Hung [ctb],
Xihui Lin [ctb],
Paul C. Boutros [ctb],
Minzhe Wang [ctb],
Tracy Ke [ctb],
Eric Weine [ctb],
Matthew Stephens [aut]
Maintainer: Peter Carbonetto <peter.carbonetto@gmail.com>
Diff between fastTopics versions 0.7-37 dated 2025-12-23 and 0.7-38 dated 2026-02-14
DESCRIPTION | 10 ++-- MD5 | 16 +++--- R/fit_poisson_nmf.R | 2 inst/doc/relationship.html | 12 ++--- inst/doc/single_cell_rnaseq_basic.html | 53 +++++++++++----------- inst/doc/topics_vs_clusters.R | 18 +++---- inst/doc/topics_vs_clusters.Rmd | 20 ++++---- inst/doc/topics_vs_clusters.html | 78 ++++++++++++++++----------------- vignettes/topics_vs_clusters.Rmd | 20 ++++---- 9 files changed, 115 insertions(+), 114 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2023-10-06 0.3.4
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2026-01-27 0.1.0