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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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Merge three MCMC Shapley algorithms.
#424
kosmitive
opened
1 year ago
4
Homogenize interpretation of ValuationResult.counts
#423
kosmitive
closed
12 months ago
4
Update publish.yaml
#422
AnesBenmerzoug
closed
1 year ago
2
Move parallel module outside utils
#421
mdbenito
closed
1 year ago
0
Fix publish action and release to testpypi
#420
AnesBenmerzoug
closed
1 year ago
0
bumpversion fails
#419
mdbenito
closed
1 year ago
0
Publish action fails
#418
mdbenito
closed
1 year ago
3
Draft: Introduce backlog into executor pattern for reproducibility.
#417
kosmitive
closed
1 year ago
0
Introduce history into executor pattern for reproducibility.
#416
kosmitive
closed
1 year ago
6
Doc/add glossary of terms
#415
AnesBenmerzoug
closed
1 year ago
1
Small docs fixes
#414
AnesBenmerzoug
closed
1 year ago
0
Fix/rename semivalues
#413
mdbenito
closed
1 year ago
0
Fix some types
#412
mdbenito
closed
1 year ago
0
More docs for semi-values
#411
mdbenito
closed
1 year ago
0
Convert links in notebooks to mkdocs references
#410
mdbenito
opened
1 year ago
0
Add binder links to rendered notebooks
#409
AnesBenmerzoug
closed
1 year ago
3
Make ray an optional dependency
#408
mdbenito
closed
1 year ago
0
Remove useless kwargs' type annotations to fix issues with mypy and p…
#407
mdbenito
closed
1 year ago
0
Implement parallel computation for LOO
#406
mdbenito
closed
1 year ago
1
Add binder links to mkdocs
#405
mdbenito
closed
1 year ago
0
Improve data valuation docs and general navigation
#404
mdbenito
closed
1 year ago
0
Improve documentation of influence package:
#403
schroedk
closed
1 year ago
2
Test docs deploy and improve ci
#402
AnesBenmerzoug
closed
1 year ago
1
Flatten for eigen methods
#401
schroedk
opened
1 year ago
0
Add a small example for influence computation to README.md
#400
schroedk
closed
1 year ago
1
Implement class wise shapley.
#399
kosmitive
closed
1 year ago
0
Fix test case of Lissa for `np.random.default_rng(seed)`
#398
kosmitive
closed
1 year ago
0
Explicit seeding for pyTorch
#397
kosmitive
opened
1 year ago
0
Add solution for explicit randomization in subprocesses.
#396
kosmitive
closed
1 year ago
7
Draft: Refactor/influence try except
#395
schroedk
closed
1 year ago
2
Refactoring/influence
#394
schroedk
closed
1 year ago
0
setting device to lanzcos_low_rank_hessian_approx
#393
Xuzzo
closed
1 year ago
1
Explicit randomization for subprocesses
#392
kosmitive
closed
1 year ago
1
Device error in solve_arnoldi()
#391
murong-xu
closed
1 year ago
0
Return simple types from HVP solvers
#390
mdbenito
closed
1 year ago
1
Refactor tests_influences:
#389
schroedk
closed
1 year ago
1
Testing torch related modules is non-deterministic
#388
schroedk
closed
1 year ago
0
Improve MapReduceJob and replace Futures interface (in e.g. TMCS) with joblib
#387
AnesBenmerzoug
closed
3 weeks ago
9
Add tests' documentation to rendered docs
#386
kosmitive
closed
1 year ago
2
Simplify parallel backend configuration
#385
AnesBenmerzoug
closed
6 months ago
0
Remove code duplication
#384
kosmitive
closed
1 year ago
2
Decouple ray.init from ParallelConfig
#383
AnesBenmerzoug
closed
1 year ago
1
Fix failure to install dev requirements with python 3.10
#382
AnesBenmerzoug
closed
1 year ago
0
Failure to install pyyaml with Python 3.10
#381
AnesBenmerzoug
closed
1 year ago
0
Make ray dependency optional
#380
AnesBenmerzoug
closed
1 year ago
2
Utility indices are the same for training and test sets?
#379
patrickmesana
closed
1 year ago
2
Feature/344 functorch
#378
schroedk
closed
1 year ago
2
Persist IF tensors to storage for large models
#377
Xuzzo
closed
9 months ago
0
Improve IF docs and cleanup
#376
Xuzzo
closed
1 year ago
2
Better inversion method info and remove concatenation from general
#375
Xuzzo
closed
1 year ago
4
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