slope Directory Reference

Directory dependency graph for slope:

Directories
	losses
	solvers

Files
	clusters.h
	The declaration of the Clusters class.
	constants.h
	Definitions of constants used in libslope.
	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.h
	Cross-validation fold management for SLOPE models.
	jit_normalization.h
	Enums to control predictor standardization behavior.
	logger.h
	Thread-safe warning logging facility for the slope library.
	math.h
	Mathematical support functions for the slope package.
	normalize.h
	Functions to normalize the design matrix and rescale coefficients in case the design was normalized.
	ols.h
	Ordinary Least Squares (OLS) regression functionality.
	regularization_sequence.h
	Functions for generating regularization sequences for SLOPE.
	score.h
	Scoring metrics for model evaluation.
	screening.h
	Screening rules for SLOPE regression optimization.
	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.h
	The declaration of the SortedL1Norm class.
	threads.h
	Thread management for parallel computations.
	timer.h
	Simple high-resolution timer class for performance measurements.
	utils.h
	Various utility functions.