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XAI Inverse Estimation#337

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annahedstroem wants to merge 53 commits intomainunderstandable-machine-intelligence-lab/Quantus:mainfrom xai-inverse-estimationunderstandable-machine-intelligence-lab/Quantus:xai-inverse-estimationCopy head branch name to clipboard

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Commits

Commits on Oct 9, 2023

• updated two metrics and base implementation for xai inverse estimation

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  b593012

• finished aggregation of the inverse implementation

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  492ea8d

Commits on Nov 15, 2023

• wip inverse estimation

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  15efaf6

Commits on Nov 24, 2023

• fixes to inverse estimation method

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  83c6554

Commits on Dec 1, 2023

• fixes, tests and implementation

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  ba7ab51

Commits on Dec 7, 2023

• automerge issues

  annahedstroem

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  79cf6d8

• tests passing, most todos removed

  annahedstroem

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  fb3d5ef

• minor fixes to InverseEstimation class

  annahedstroem

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  1125384

Commits on Feb 23, 2024

• Update inverse_estimation.py

  annahedstroem

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  6cc1cda

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  0a640fb

• remove inverse_estimation edits in region_perturbation.py

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  279fb38

• name update region_perturbation.py

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  a14c109

• remove metric init requirements in inverse_estimation.py

  annahedstroem

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  c4032d9

• added a ormalise_func_kwargs attribute of base class, was missing

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  dd74095

• added second inverse method

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  4b763b8

• added second inverse method -v2

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  86d7615

• enable batching

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  d9cb2f3

Commits on Mar 1, 2024

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  07c9925

Commits on Mar 15, 2024

• update method name

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  6aeba15

• added inverse_method as an arg

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  02e3d5a

• batch update

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  4da473a

• updated inverse with batch

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  3c123c7

• Merge branch 'xai-inverse-estimation' of https://github.com/understandable-machine-intelligence-lab/Quantus into xai-inverse-estimation

  annahedstroem

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  3ccf004

• added wrapper

  annahedstroem

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  05efd24

• added wrapper

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  3235507

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  f415b53

Commits on Mar 24, 2024

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  4a7764f

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  9b1de09

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  3ec97cc

• update from True to False in assert in inverse_estimation.py

  annahedstroem

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  dfcdae4

• bugfix a_batch shape inverse_estimation.py

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  3d06f90

Commits on Mar 25, 2024

• bugfix formatting on titanic dataset

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  76d9fdc

• merge fixes

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  bf7ab44

• fixed tests for inverse estimation, debugged shapes

  annahedstroem

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  d6a9ed9

• Merge branch 'main' into xai-inverse-estimation

  annahedstroem

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  b4b0156

• merge post-fixes, remove old files

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  138dc46

• add print statement

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  b2c7f27

• added base call kwargs as class attributes to base and rewrite inverse to evaluate_batch

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  b7215ac

• replace assert with warning

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  77eb1a8

• bugfix evaluate_batch

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  66d75af

• small fixes wrt assert/ warns

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  6f20997

Commits on Mar 26, 2024

• added plotting

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  0cddcd6

• fixes

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  e248ad4

• eval func check and channel first fix

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  e7e4493

Commits on Mar 27, 2024

• added feature for mean/ AUC calc for localisation metric for inverse estimation

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  7214701

• add tests

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  a516928

• plotting updates, tiny

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  a55ef15

Commits on Apr 4, 2024

• include area_between_curves flag inverse_estimation.py

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  99b2fa1

Commits on Apr 14, 2024

• Update consistency.py

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  3d27467

Commits on Apr 16, 2024

• Update region_perturbation.py

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  7ae5ecf

• Update region_perturbation.py

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  4dd68ce

• Update return typing region_perturbation.py

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  c823d4a

Commits on Apr 17, 2024

• Update region_perturbation.py

  annahedstroem

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  24ec8fa