Files in SLOPE

Sorted L1 Penalized Estimation

MD5

NEWS.md README.md

NAMESPACE

DESCRIPTION

R/RcppExports.R R/score.R R/preprocess_response.R R/print.R R/SLOPE-package.R R/slope.R R/data.R R/train_slope.R R/predict.R R/cv.R R/sorted_l1_prox.R R/plot.R R/setup_diagnostics.R R/interpolate_penalty.R R/coef.R R/interpolate_coefficients.R R/regularization_weights.R R/plot_diagnostics.R R/deviance.R R/utils.R

src/r-exports.cpp

src/Makevars

src/RcppExports.cpp

src/rcpp_cv.cpp

src/setup_model.cpp

src/rcpp_slope.cpp

src/setup_model.h

src/slope/folds.cpp

src/slope/slope.cpp

src/slope/sorted_l1_norm.h

src/slope/screening.h

src/slope/sorted_l1_norm.cpp

src/slope/normalize.h

src/slope/clusters.cpp

src/slope/timer.cpp

src/slope/timer.h

src/slope/regularization_sequence.h

src/slope/threads.h

src/slope/score.cpp

src/slope/ols.h

src/slope/normalize.cpp

src/slope/math.cpp

src/slope/jit_normalization.h

src/slope/regularization_sequence.cpp

src/slope/logger.cpp

src/slope/diagnostics.h

src/slope/qnorm.cpp

src/slope/utils.cpp

src/slope/kkt_check.h

src/slope/utils.h

src/slope/DO_NOT_MODIFY

src/slope/estimate_alpha.h

src/slope/kkt_check.cpp

src/slope/logger.h

src/slope/slope.h

src/slope/math.h

src/slope/cv.cpp

src/slope/qnorm.h

src/slope/score.h

src/slope/constants.h

src/slope/clusters.h

src/slope/slope_fit.h

src/slope/screening.cpp

src/slope/cv.h

src/slope/slope_path.h

src/slope/folds.h

src/slope/solvers/hybrid.h

src/slope/solvers/pgd.h

src/slope/solvers/slope_threshold.h

src/slope/solvers/solver.h

src/slope/solvers/setup_solver.h

src/slope/solvers/slope_threshold.cpp

src/slope/solvers/hybrid.cpp

src/slope/solvers/hybrid_cd.cpp

src/slope/solvers/pgd.cpp

src/slope/solvers/hybrid_cd.h

src/slope/solvers/setup_solver.cpp

src/slope/losses/setup_loss.cpp

src/slope/losses/quadratic.h

src/slope/losses/quadratic.cpp

src/slope/losses/logistic.cpp

src/slope/losses/poisson.cpp

src/slope/losses/multinomial.cpp

src/slope/losses/loss.cpp

src/slope/losses/loss.h

src/slope/losses/multinomial.h

src/slope/losses/logistic.h

src/slope/losses/poisson.h

src/slope/losses/setup_loss.h

inst/COPYRIGHTS

inst/CITATION

inst/WORDLIST

inst/doc/solvers.Rmd

inst/doc/solvers.html

inst/doc/solvers.R

inst/doc/introduction.html

inst/doc/introduction.R inst/doc/introduction.Rmd

build/vignette.rds

tests/testthat.R tests/spelling.R tests/testthat/test-deviance.R tests/testthat/test-coef.R tests/testthat/test-bigmatrix.R tests/testthat/test-predictions.R tests/testthat/test-lasso.R tests/testthat/test-path-behavior.R tests/testthat/test-plotting.R tests/testthat/test-relax.R tests/testthat/test-multinomial.R tests/testthat/test-gaussian.R tests/testthat/test-poisson.R tests/testthat/test-assertions.R tests/testthat/test-regularization-weights.R tests/testthat/test-lambda-sequence.R tests/testthat/test-pattern.R tests/testthat/test-cv.R tests/testthat/setup.R tests/testthat/test-diagnostics.R tests/testthat/test-prox.R tests/testthat/test-alpha-scaling.R tests/testthat/test-sparsity.R tests/testthat/test-binomial.R tests/testthat/test-sigma-estimation.R vignettes/solvers.Rmd

vignettes/SLOPE.bib

vignettes/introduction.Rmd

data/bodyfat.rda

data/student.rda

data/abalone.rda

data/wine.rda

data/heart.rda

man/interpolateCoefficients.Rd man/heart.Rd man/plot.TrainedSLOPE.Rd man/sortedL1Prox.Rd man/SLOPE.Rd man/regularizationWeights.Rd man/bodyfat.Rd man/wine.Rd man/score.Rd man/createFolds.Rd man/abalone.Rd man/plot.SLOPE.Rd man/SLOPE-package.Rd man/cvSLOPE.Rd man/student.Rd man/print.SLOPE.Rd man/predict.SLOPE.Rd man/setup_diagnostics.Rd man/trainSLOPE.Rd man/deviance.SLOPE.Rd man/plotClusters.Rd man/coef.SLOPE.Rd man/interpolatePenalty.Rd man/plotDiagnostics.Rd

man/figures/logo.png

SLOPE documentation built on July 2, 2025, 9:07 a.m.