backbone-learn
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  • Installation
  • Sparse Regression with L0BnB Model
  • Decision Trees with BendersOCT Model
  • Clustering with MIO Formulation Model
  • Overview
  • What do we mean by indicators?
  • Backbone Framework
  • Custom Implementation Guide
  • Example Usage for Customized Backbone Algorithm
  • Contributing to BackboneLearn
  • Code of Conduct for BackboneLearn
  • backbone_learn package
  • backbone_learn.screen_selectors package
  • backbone_learn.heuristic_solvers package
  • backbone_learn.exact_solvers package
backbone-learn
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  • Overview: module code

All modules for which code is available

  • backbone_learn.exact_solvers.benders_oct_decision_tree
  • backbone_learn.exact_solvers.exact_solver_base
  • backbone_learn.exact_solvers.lobnb_regression
  • backbone_learn.exact_solvers.lobnb_regression_model
  • backbone_learn.exact_solvers.mio_clustering
  • backbone_learn.heuristic_solvers.cart_decision_tree
  • backbone_learn.heuristic_solvers.heauristic_solver_base
  • backbone_learn.heuristic_solvers.kmeans_solver
  • backbone_learn.heuristic_solvers.lasso_regression
  • backbone_learn.screen_selectors.linear_regression_selector
  • backbone_learn.screen_selectors.pearson_correlation_selector
  • backbone_learn.screen_selectors.screen_selector_base
  • backbone_learn.screen_selectors.variable_selector

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