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slope 0.29.0
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Cslope::Clusters | Representation of the clusters in SLOPE |
Cslope::CvConfig | Configuration settings for cross-validation |
Cslope::CvResult | Contains overall results from a cross-validation process |
Cslope::Folds | Manages data partitioning for cross-validation |
Cslope::GridResult | Stores cross-validation results for a specific set of hyperparameters |
▼Cslope::Loss | Loss function interface |
Cslope::Logistic | Logistic loss function |
Cslope::Multinomial | Multinomial logistic regression loss function |
Cslope::Poisson | Poisson regression loss function |
Cslope::Quadratic | Implementation of the Quadratic loss function |
▼Cslope::Score | Base class for scoring metrics used in regularized generalized linear regression |
▼Cslope::MaximizeScore | Scoring metric that aims to maximize the score value |
Cslope::AUC | Area Under the ROC Curve (AUC-ROC) scoring metric |
Cslope::Accuracy | Classification Accuracy scoring metric |
▼Cslope::MinimizeScore | Scoring metric that aims to minimize the score value |
Cslope::Deviance | Deviance scoring metric |
Cslope::MAE | Mean Absolute Error (MAE) scoring metric |
Cslope::MSE | Mean Squared Error (MSE) scoring metric |
Cslope::MisClass | Misclassification Rate scoring metric |
▼Cslope::ScreeningRule | Base class for screening rules in SLOPE |
Cslope::NoScreening | No screening rule - uses all variables |
Cslope::StrongScreening | Implements strong screening rules for SLOPE |
Cslope::Slope | The SLOPE model |
Cslope::SlopeFit | A class representing the results of SLOPE (Sorted L1 Penalized Estimation) fitting |
Cslope::SlopePath | Container class for SLOPE regression solution paths |
▼Cslope::SolverBase | Abstract base class for SLOPE optimization solvers |
Cslope::Hybrid | Hybrid CD-PGD solver for SLOPE |
Cslope::PGD | Proximal Gradient Descent solver for SLOPE optimization |
Cslope::SortedL1Norm | Class representing the Sorted L1 Norm |
Cslope::Threads | Manages OpenMP thread settings across libslope |
Cslope::Timer | Timer class for measuring elapsed time with high resolution |
Cslope::Warning | Structure representing a warning with its code and message |
Cslope::WarningLogger | Thread-safe warning logger for tracking runtime warnings |