Welcome to PySR3 documentation!

SR3 is a relaxation method designed for accurate feature selection. It currently supports:

• Linear Models (L0, LASSO, A-LASSO, CAD, SCAD)

• Linear Mixed-Effect Models (L0, LASSO, A-LASSO, CAD, SCAD)

Getting Started

• Quickstart
  • Installation
  • Requirements
  • Usage
    • Linear Models
    • Linear Mixed-Effects Models
• Models Overview
  • Table of Models
    • Linear Models
    • Linear Mixed-Effects Models
  • Regularizers
    • L0
    • L1 (LASSO)
    • Adaptive LASSO (A-LASSO)
    • CAD
    • SCAD
  • Regular PGD vs SR3-PGD

Developers

• Community Guidelines
  • Developing pysr3
  • Testing pysr3
• Modules
  • pysr3 package

Indices and tables

• Index

• Module Index

• Search Page