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aai-institute
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pyDVL
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
https://pydvl.org
GNU Lesser General Public License v3.0
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Feature/506 nystroem pcg
#507
schroedk
closed
3 months ago
4
Pre-conditioned block conjugate gradient method
#506
schroedk
closed
3 months ago
0
NameError: name 'PickleSerde' is not defined
#505
seyedamirshobeiri
closed
3 months ago
4
Feature/343 nystroem
#504
schroedk
closed
3 months ago
1
Implement LAVA
#503
AnesBenmerzoug
opened
4 months ago
0
Bump action version to avoid warnings in CI
#502
AnesBenmerzoug
closed
4 months ago
0
Add influence function approximation comparison
#501
schroedk
opened
4 months ago
0
Implement WoodFisher: Efficient Second-Order Approximation for Neural Network Compression
#500
schroedk
opened
4 months ago
0
Implement DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models
#499
schroedk
closed
3 weeks ago
0
Add parameter precompute_grad to CgInfluence init, adapt documentation
#498
schroedk
closed
4 months ago
0
Memory leak in CgInfluence
#497
schroedk
closed
4 months ago
0
Implement Complexity Gap Score method
#496
AnesBenmerzoug
opened
4 months ago
0
Add move to model device in Lissa iteration
#495
schroedk
closed
4 months ago
0
Missing move to device in Lissa implementation
#494
schroedk
closed
4 months ago
0
Implement LAVA method
#493
AnesBenmerzoug
opened
5 months ago
0
Docs and cleanup
#492
AnesBenmerzoug
closed
5 months ago
2
Bump pillow from 10.0.1 to 10.2.0
#491
dependabot[bot]
closed
5 months ago
1
Issue with SemiValue batching and parallelization
#490
AnesBenmerzoug
opened
5 months ago
5
Code and configuration cleanup
#489
AnesBenmerzoug
opened
5 months ago
0
Bump transformers from 4.35.0 to 4.36.0
#488
dependabot[bot]
closed
3 months ago
1
Fix implementation of 'to' methods of TorchInfluenceFunctionModel imp…
#487
schroedk
closed
6 months ago
0
Fix implementation of `to` methods of `TorchInfluenceFunctionModel` implementations
#486
schroedk
closed
6 months ago
0
Bug in handling single dimensional arrays in DaskInfluenceCalculator
#485
schroedk
closed
6 months ago
0
Bug in handling single dimensional arrays in DaskInfluenceCalculator
#484
schroedk
closed
6 months ago
1
Influence for sentiment analysis notebook
#483
Xuzzo
closed
5 months ago
2
Timestamps in documentation pages
#482
mdbenito
closed
3 months ago
0
Remove underlined whitespace between badges in README
#481
opcode81
closed
6 months ago
0
Improve and fix release process
#480
AnesBenmerzoug
opened
6 months ago
0
Fix wrong averaging in hessian computation
#479
schroedk
closed
6 months ago
0
Fix/loss ekfac
#478
schroedk
closed
6 months ago
0
Fix wrong averaging in hessian computation
#477
schroedk
closed
6 months ago
0
Implement ekfac with new interface
#476
Xuzzo
closed
5 months ago
1
Implement two-level caching on utility (level 1) and subset of indicies (level 2).
#475
kosmitive
opened
6 months ago
0
Inconsistent test behavior
#474
schroedk
closed
1 month ago
4
Fix brittle caching tests
#473
AnesBenmerzoug
closed
6 months ago
0
Implement all usual data val tasks
#472
mdbenito
opened
6 months ago
0
Implement all standard plots for valuation
#471
mdbenito
opened
6 months ago
0
Wrapper to load openml datasets with preprocessing
#470
mdbenito
opened
6 months ago
0
Implement usual downstream tasks for IF testing
#469
mdbenito
opened
6 months ago
0
Benchmarking tools
#468
mdbenito
opened
6 months ago
0
Unify interfaces for data valuation
#467
mdbenito
opened
6 months ago
0
Simplify progress bars
#466
AnesBenmerzoug
closed
6 months ago
0
Readme improvements
#465
AnesBenmerzoug
closed
6 months ago
0
Dynamically determine caching's time_threshold
#464
AnesBenmerzoug
opened
6 months ago
0
Add notebook showcasing use of PyTorch models with Data Valuation
#463
AnesBenmerzoug
opened
7 months ago
0
Documentation improvements
#462
AnesBenmerzoug
closed
3 months ago
1
Readme improvements
#461
AnesBenmerzoug
closed
3 months ago
1
EKFAC for influence calculation
#460
Xuzzo
closed
6 months ago
0
Create notebook showcasing use of Caching
#459
AnesBenmerzoug
opened
7 months ago
0
Create abstraction for caching
#458
AnesBenmerzoug
closed
6 months ago
5
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