Lasso and Partial Ridge (LPR)
Contains a function called ‘LPR’ to estimate coefficients using Lasso and Partial Ridge method and to calculate confidence intervals through bootstrap.
Elastic Net and (Adaptive) Lasso Penalized Sparse Asymmetric Least Squares (SALES) and Coupled Sparse Asymmetric Least Squares (COSALES) using Coordinate Descent and Proximal Gradient Algorithms (SALES)
A coordinate descent algorithm for computing the solution path of the sparse and coupled sparse asymmetric least squares, including the elastic net and (adaptive) Lasso penalized SALES and COSALES regressions.
Render SVG Images into High-Quality Bitmap Arrays (rsvg)
Renders vector-based ‘svg’ images into high-quality custom-size bitmap arrays using ‘librsvg’. The resulting bitmap can be written to e.g. ‘png’, ‘jpeg’ or ‘webp’ format.