Files in edahelsinki/slise
Sparse Linear Subset Explanations
.Rbuildignore
.github/workflows/pkgdown.yaml
.github/workflows/r_check.yml
.gitignore
.lintr
CITATIONS.bib
DESCRIPTION
LICENSE
NAMESPACE
R/RcppExports.R
R/cpp.R
R/data.R
R/initialisation.R
R/optimisation.R
R/plot.R
R/slise.R
R/utils.R
README.md
_pkgdown.yml
experiments/README.md
inst/CITATION
man/auto_named_list.Rd
man/data_container.Rd
man/dlog_sigmoid.Rd
man/dsigmoid.Rd
man/fast_ols.Rd
man/figures/ex1.png
man/figures/ex2.png
man/grad_opt_debug.Rd
man/graduated_optimisation.Rd
man/limited_logit.Rd
man/log_approximation_ratio.Rd
man/log_sigmoid.Rd
man/log_sum.Rd
man/log_sum_special.Rd
man/loss_sharp.Rd
man/loss_sharp_res.Rd
man/loss_smooth.Rd
man/loss_smooth_grad.Rd
man/loss_smooth_res.Rd
man/matching_epsilon.Rd
man/next_beta.Rd
man/owlqn_c.Rd
man/owlqn_r.Rd
man/plot.slise.Rd
man/plot.slise_2d.Rd
man/plot.slise_bar.Rd
man/plot.slise_distribution.Rd
man/plot.slise_mnist.Rd
man/plot.slise_prediction.Rd
man/plot.slise_wordcloud.Rd
man/predict.slise.Rd
man/print.slise.Rd
man/scale_identity.Rd
man/scale_robust.Rd
man/sigmoid.Rd
man/simple_pca.Rd
man/slise-package.Rd
man/slise.explain.Rd
man/slise.explain_comb.Rd
man/slise.explain_find.Rd
man/slise.fit.Rd
man/slise.formula.Rd
man/slise.object.Rd
man/slise.object_unnormalise.Rd
man/slise.preprocess.Rd
man/slise_initialisation_candidates.Rd
man/slise_initialisation_candidates2.Rd
man/slise_initialisation_lasso.Rd
man/slise_initialisation_ols.Rd
man/slise_initialisation_zeros.Rd
man/sparsity.Rd
man/unscale.Rd
man/which_min_n.Rd
pdfs/poster.pdf
pdfs/presentation.pdf
src/Makevars
src/Makevars.win
src/RcppExports.cpp
src/loss_functions.cpp
src/slise_types.h
tests/testthat.R
tests/testthat/setup.R
tests/testthat/test_data.R
tests/testthat/test_gradients.R
tests/testthat/test_plot.R
tests/testthat/test_slise.R
tests/testthat/test_weights.R
