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aai-institute / pyDVL Public

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v0.11.0

v0.11.0

Open

No due date

Last updated May 10, 2025

34% complete

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0 issues of 21 selected

Open
(21)
Closed
(11)

Implement LAVA method

new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions

Status: Open.

#493 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Feb 1, 2024

Implement Complexity Gap Score method

new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions

Status: Open.

#496 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Feb 6, 2024

Add influence function approximation comparison

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#501 In aai-institute/pyDVL;

· schroedk opened

on Feb 12, 2024

Implement exact methods for LOO

good first issueGood for newcomersGood for newcomers

new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions

Status: Open.

#182 In aai-institute/pyDVL;

· mdbenito opened

on Nov 4, 2022

Implement NTK scorer

new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions

Status: Open.

#274 In aai-institute/pyDVL;

· mdbenito opened

on Feb 23, 2023

Refactoring of <code>EkfacInfluence</code>

breaking-changeChanges to the APIChanges to the API

cleanupwhen code is ugly or unreadable and needs restylingwhen code is ugly or unreadable and needs restyling

Status: Open.

#606 In aai-institute/pyDVL;

· schroedk opened

on Jun 20, 2024

Tutorial for using data valuation to select examples for in-context learning

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#608 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Jul 1, 2024

Implement usual downstream tasks for IF testing

enhancementNew feature or requestNew feature or request

Status: Open.

#469 In aai-institute/pyDVL;

· mdbenito opened

on Dec 14, 2023

Implement all standard plots for valuation

Status: Open.

#471 In aai-institute/pyDVL;

· mdbenito opened

on Dec 14, 2023

Create notebook showcasing use of Caching

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#459 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Nov 26, 2023

Caching documentation should be consolidated into one page/section.

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#517 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Mar 18, 2024

Improve logging in data valuation methods

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

light taskA light taskA light task

Status: Open.

#531 In aai-institute/pyDVL;

· jakobkruse1 opened

on Mar 21, 2024

New method for notebooks and docs

cleanupwhen code is ugly or unreadable and needs restylingwhen code is ugly or unreadable and needs restyling

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#191 In aai-institute/pyDVL;

· mdbenito opened

on Nov 8, 2022

Consider putting the examples or a more detailed version as colab notebooks.

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#513 In aai-institute/pyDVL;

· AnesBenmerzoug opened

on Mar 18, 2024

Make plotting functions composable

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#234 In aai-institute/pyDVL;

· mdbenito opened

on Dec 20, 2022

Notebook illustrating semi-values

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#322 In aai-institute/pyDVL;

· mdbenito opened

on Mar 12, 2023

Wrapper to load openml datasets with preprocessing

enhancementNew feature or requestNew feature or request

Status: Open.

#470 In aai-institute/pyDVL;

· mdbenito opened

on Dec 14, 2023

Implement all usual data val tasks

enhancementNew feature or requestNew feature or request

Status: Open.

#472 In aai-institute/pyDVL;

· mdbenito opened

on Dec 14, 2023

Restructure documentation

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#581 In aai-institute/pyDVL;

· schroedk opened

on May 13, 2024

AME

new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions

Status: Draft (not ready).

aai-institute/pyDVLnumber 655

#655 In aai-institute/pyDVL;

· mdbenito opened

on Mar 6, 2025

actions/python installs too many requirements

CIGH actions for testing and packagingGH actions for testing and packaging

cleanupwhen code is ugly or unreadable and needs restylingwhen code is ugly or unreadable and needs restyling

Status: Open.

#542 In aai-institute/pyDVL;

· mdbenito opened

on Mar 25, 2024

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