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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 on Oct 9, 2023

• updated two metrics and base implementation for xai inverse estimation

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  b593012

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• finished aggregation of the inverse implementation

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Commits on Nov 15, 2023

• wip inverse estimation

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Commits on Nov 24, 2023

• fixes to inverse estimation method

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Commits on Dec 1, 2023

• fixes, tests and implementation

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Commits on Dec 7, 2023

• automerge issues

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  79cf6d8

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• tests passing, most todos removed

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  fb3d5ef

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• minor fixes to InverseEstimation class

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Commits on Feb 23, 2024

• Update inverse_estimation.py

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

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• remove inverse_estimation edits in region_perturbation.py

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• name update region_perturbation.py

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• remove metric init requirements in inverse_estimation.py

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• added a ormalise_func_kwargs attribute of base class, was missing

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• added second inverse method

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• added second inverse method -v2

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• enable batching

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Commits on Mar 1, 2024

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

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Commits on Mar 15, 2024

• update method name

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• added inverse_method as an arg

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• batch update

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• updated inverse with batch

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

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  3ccf004

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• added wrapper

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• added wrapper

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

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Commits on Mar 24, 2024

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

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

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

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

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• bugfix a_batch shape inverse_estimation.py

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Commits on Mar 25, 2024

• bugfix formatting on titanic dataset

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• merge fixes

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• fixed tests for inverse estimation, debugged shapes

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

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• merge post-fixes, remove old files

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• add print statement

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  b2c7f27

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

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• replace assert with warning

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  77eb1a8

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• bugfix evaluate_batch

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• small fixes wrt assert/ warns

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Commits on Mar 26, 2024

• added plotting

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• fixes

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• eval func check and channel first fix

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Commits on Mar 27, 2024

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

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• add tests

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• plotting updates, tiny

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Commits on Apr 4, 2024

• include area_between_curves flag inverse_estimation.py

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Commits on Apr 14, 2024

• Update consistency.py

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Commits on Apr 16, 2024

• Update region_perturbation.py

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• Update region_perturbation.py

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• Update return typing region_perturbation.py

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Commits on Apr 17, 2024

• Update region_perturbation.py

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