slope 0.29.0
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Class Hierarchy

Go to the graphical class hierarchy

This inheritance list is sorted roughly, but not completely, alphabetically:
[detail level 123]
 Cslope::ClustersRepresentation of the clusters in SLOPE
 Cslope::CvConfigConfiguration settings for cross-validation
 Cslope::CvResultContains overall results from a cross-validation process
 Cslope::FoldsManages data partitioning for cross-validation
 Cslope::GridResultStores cross-validation results for a specific set of hyperparameters
 Cslope::LossLoss function interface
 Cslope::LogisticLogistic loss function
 Cslope::MultinomialMultinomial logistic regression loss function
 Cslope::PoissonPoisson regression loss function
 Cslope::QuadraticImplementation of the Quadratic loss function
 Cslope::ScoreBase class for scoring metrics used in regularized generalized linear regression
 Cslope::MaximizeScoreScoring metric that aims to maximize the score value
 Cslope::AUCArea Under the ROC Curve (AUC-ROC) scoring metric
 Cslope::AccuracyClassification Accuracy scoring metric
 Cslope::MinimizeScoreScoring metric that aims to minimize the score value
 Cslope::DevianceDeviance scoring metric
 Cslope::MAEMean Absolute Error (MAE) scoring metric
 Cslope::MSEMean Squared Error (MSE) scoring metric
 Cslope::MisClassMisclassification Rate scoring metric
 Cslope::ScreeningRuleBase class for screening rules in SLOPE
 Cslope::NoScreeningNo screening rule - uses all variables
 Cslope::StrongScreeningImplements strong screening rules for SLOPE
 Cslope::SlopeThe SLOPE model
 Cslope::SlopeFitA class representing the results of SLOPE (Sorted L1 Penalized Estimation) fitting
 Cslope::SlopePathContainer class for SLOPE regression solution paths
 Cslope::SolverBaseAbstract base class for SLOPE optimization solvers
 Cslope::HybridHybrid CD-PGD solver for SLOPE
 Cslope::PGDProximal Gradient Descent solver for SLOPE optimization
 Cslope::SortedL1NormClass representing the Sorted L1 Norm
 Cslope::ThreadsManages OpenMP thread settings across libslope
 Cslope::TimerTimer class for measuring elapsed time with high resolution
 Cslope::WarningStructure representing a warning with its code and message
 Cslope::WarningLoggerThread-safe warning logger for tracking runtime warnings