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grpSVM ya_idx active-set logic that
only checked the first element of each group instead of all
p coefficients.assert() with runtime error checks in
grplasso, grpLR, and grpPR
(asserts are compiled out under -DNDEBUG).malloc calls in
grpSVM.dfmax parameter for early stopping when the number of
non-zero groups exceeds a threshold (all four families).verbose parameter to print per-lambda iteration
info.dev.ratio.thr, dev.change.thr) for samQL,
samLL, and samEL.sam() entry point dispatching by
family argument (R and Python).coef() S3 methods for all four model classes.solver = "actgd" option for samQL (group active
gradient descent with strong-rule screening, L1 only).type.gaussian option for samQL ("naive" /
"covariance" / "auto").runtime field on fitted objects (R:
$runtime, Python: .runtime_seconds).pysam-sam Python package calling the same C++ core
via ctypes.samLL, samHL,
samEL, samQL + predict functions.wXX products and no-op
update_auxiliary for linear objective.c_api_utils.h.fit$nkots field from R wrappers.fit$XX (full design matrix) from samQL
output.V(d) declarations in grpLR
and grpPR..sam_print_path() /
.sam_plot_path() helpers.scipy dependency from Python
package.PICASSO_SOLVER_PARAMS_H header guard..gitignore.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.