Code

Refactor CPI#14

Code

Merged

jpaillard merged 26 commits intomind-inria:mainmind-inria/hidimstat:mainfrom jpaillard:mainjpaillard/hidimstat:mainCopy head branch name to clipboardOct 15, 2024

+1,056-2,550

Commits

Commits on Oct 15, 2024

• re-implement CPI

  

  paillarj

  committed
  e80c96d

• allow for non contiguous variable groups

  

  paillarj

  committed
  94e2638

• actually allow to paralleliza within the CPI class

  

  paillarj

  committed
  3537afb

• add docstring and tests

  

  paillarj

  committed
  9d59d62

• update example and add concsitent implementation for LOCO and PI

  

  paillarj

  committed
  3b69d33

• rename examples

  

  paillarj

  committed
  79ce7eb

• remove seaborn dependency

  

  paillarj

  committed
  f1000da

• black formating

  

  paillarj

  committed
  b1655db

• clean duplicated code

  

  paillarj

  committed
  e49c1ce

• edit init file

  

  paillarj

  committed
  9b61ce0

• module name should be lower case

  

  paillarj

  committed
  d186a99

• black formatting

  

  paillarj

  committed
  3f31a86

• add scoring method to VIM methods

  

  paillarj

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  710cdd0

• fix test using score instead of predict

  

  paillarj

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  aff6133

• Update examples/plot_diabetes_variable_importance_example.py

  

  bthirion

  authored and

  paillarj

  committed
  d075b68

• nb_groups > n_groups

  

  paillarj

  committed
  8456446

• Place groups in fit method. Make list of imputation models internal. Adapt tests.

  

  paillarj

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  499cad6

• Rename internal joblib functions

  

  paillarj

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  d344559

• cite LOCO

  

  paillarj

  committed
  81074dc

• Docstring for return. n_perm -> n_permutation

  

  paillarj

  committed
  2228190

• Fix doc example. Remove deprecated sklean metric

  

  paillarj

  committed
  271f1a6

• Add test for classification scenario with CPI

  

  paillarj

  committed
  f30197b

• Change deprecated loss

  

  paillarj

  committed
  f615594

• Improve docstring

  

  paillarj

  committed
  b19e6e3

• Add test for clf scenario for LOCO and PI

  

  paillarj

  committed
  50ca014

• deprecated loss

  

  paillarj

  committed
  3ffa1b5