slope Directory Reference

Directory dependency graph for slope:

Directories
	losses
	solvers

Files
	clusters.cpp
	clusters.h
	The declaration of the Clusters class.
	constants.h
	Definitions of constants used in libslope.
	cv.cpp
	cv.h
	Cross-validation functionality for SLOPE models.
	diagnostics.h
	Diagnostics for SLOPE optimization.
	estimate_alpha.h
	Functions for estimating noise level and regularization parameter alpha.
	folds.cpp
	folds.h
	Cross-validation fold management for SLOPE models.
	jit_normalization.h
	Enums to control predictor standardization behavior.
	kkt_check.cpp
	kkt_check.h
	Karush-Kuhn-Tucker (KKT) optimality condition checking for SLOPE regression.
	logger.cpp
	logger.h
	Thread-safe warning logging facility for the slope library.
	math.cpp
	math.h
	Mathematical support functions for the slope package.
	normalize.cpp
	normalize.h
	Functions to normalize the design matrix and rescale coefficients in case the design was normalized.
	ols.cpp
	ols.h
	Ordinary Least Squares (OLS) regression functionality.
	qnorm.cpp
	qnorm.h
	An implementation of the quantile function for the standard normal distribution.
	regularization_sequence.cpp
	regularization_sequence.h
	Functions for generating regularization sequences for SLOPE.
	score.cpp
	score.h
	Scoring metrics for model evaluation.
	screening.cpp
	Implementation of screening rules for SLOPE regression optimization.
	screening.h
	Screening rules for SLOPE regression optimization.
	slope.cpp
	slope.h
	SLOPE (Sorted L-One Penalized Estimation) optimization.
	slope_fit.h
	SLOPE (Sorted L-One Penalized Estimation) fitting results.
	slope_path.h
	Defines the SlopePath class for storing and accessing SLOPE regression solution paths.
	sorted_l1_norm.cpp
	sorted_l1_norm.h
	The declaration of the SortedL1Norm class.
	threads.h
	Thread management for parallel computations.
	timer.cpp
	timer.h
	Simple high-resolution timer class for performance measurements.
	utils.cpp
	utils.h
	Various utility functions.