Issues

• In (stability selection.py) joblib externals are no longer part of scikit learn (descontinued) + In (randomized_lasso.py) sklearn.linear_model.base returns errors after executing clone and configuration when we call in some code this way (from stability_selection import RandomizedLasso) .####HOW TO SOLVE STEP BY STEP#####

  scikit-learn-contrib/stability-selection#38 · Filter by author 1993bio opened on Feb 14, 2022
  1

• Issues with importing StabilitySelection

  scikit-learn-contrib/stability-selection#37 · Filter by author trislett opened on Oct 18, 2021

• suggested reading: paper with example usage of stability selection

  scikit-learn-contrib/stability-selection#35 · Filter by author damianosmel opened on Sep 21, 2020

• joblib no longer included in scikit-learn

  scikit-learn-contrib/stability-selection#33 · Filter by author lcreteig opened on Aug 11, 2020

• The "n_resampling" parameter of RandomizedLogisticRegression and "scores_" of RandomizedLasso

  scikit-learn-contrib/stability-selection#32 · Filter by author Roych13 opened on Feb 8, 2020

• will it work for other scikit classifiers for example random forest ?

  scikit-learn-contrib/stability-selection#31 · Filter by author Sandy4321 opened on Dec 13, 2019

• fails to install on windows

  scikit-learn-contrib/stability-selection#30 · Filter by author Sandy4321 opened on Dec 13, 2019

• ValueError: all the input array dimensions except for the concatenation axis must match exactly

  scikit-learn-contrib/stability-selection#29 · Filter by author goerch opened on Nov 5, 2019
  4

• '1/C' syntax for lambda_name in StabilitySelection class

  scikit-learn-contrib/stability-selection#28 · Filter by author a-n-ermakov opened on Mar 15, 2019

• Support of max_features param in StabilitySelection class

  scikit-learn-contrib/stability-selection#26 · Filter by author a-n-ermakov opened on Mar 15, 2019

• Use SelectorMixin instead of reimplementing transform

  scikit-learn-contrib/stability-selection#19 · Filter by author thuijskens opened on Sep 2, 2018

• Add example that uses different base estimator than LASSO

  scikit-learn-contrib/stability-selection#11 · Filter by author thuijskens opened on Mar 25, 2018

• StabilitySelection fit() should call general underlying fit function that child classes can implement

  scikit-learn-contrib/stability-selection#9 · Filter by author thuijskens opened on Mar 13, 2018

• Improve documentation of RandomizedLasso and LogisticRegression

  enhancement
  scikit-learn-contrib/stability-selection#7 · Filter by author thuijskens opened on Mar 13, 2018
  1

• Make use of lars_path in case of stability selection with LASSO

  enhancement
  scikit-learn-contrib/stability-selection#2 · Filter by author thuijskens opened on Mar 10, 2018