Namespace List

Here is a list of all documented namespaces with brief descriptions:

[detail level 12]

▼Nslope	Namespace containing SLOPE regression implementation
Nconstants	Namespace containing constants used in the slope library
CAccuracy	Classification Accuracy scoring metric
CAUC	Area Under the ROC Curve (AUC-ROC) scoring metric
CClusters	Representation of the clusters in SLOPE
CCvConfig	Configuration settings for cross-validation
CCvResult	Contains overall results from a cross-validation process
CDeviance	Deviance scoring metric
CFolds	Manages data partitioning for cross-validation
CGridResult	Stores cross-validation results for a specific set of hyperparameters
CHybrid	Hybrid CD-PGD solver for SLOPE
CLogistic	Logistic loss function
CLoss	Loss function interface
CMAE	Mean Absolute Error (MAE) scoring metric
CMaximizeScore	Scoring metric that aims to maximize the score value
CMinimizeScore	Scoring metric that aims to minimize the score value
CMisClass	Misclassification Rate scoring metric
CMSE	Mean Squared Error (MSE) scoring metric
CMultinomial	Multinomial logistic regression loss function
CNoScreening	No screening rule - uses all variables
CPGD	Proximal Gradient Descent solver for SLOPE optimization
CPoisson	Poisson regression loss function
CQuadratic	Implementation of the Quadratic loss function
CScore	Base class for scoring metrics used in regularized generalized linear regression
CScreeningRule	Base class for screening rules in SLOPE
CSlope	The SLOPE model
CSlopeFit	A class representing the results of SLOPE (Sorted L1 Penalized Estimation) fitting
CSlopePath	Container class for SLOPE regression solution paths
CSolverBase	Abstract base class for SLOPE optimization solvers
CSortedL1Norm	Class representing the Sorted L1 Norm
CStrongScreening	Implements strong screening rules for SLOPE
CThreads	Manages OpenMP thread settings across libslope
CTimer	Timer class for measuring elapsed time with high resolution
CWarning	Structure representing a warning with its code and message
CWarningLogger	Thread-safe warning logger for tracking runtime warnings