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TRAIS-Lab
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dattri
`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
https://trais-lab.github.io/dattri/
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[dattri.func] Re-define Arnoldi algorithm as a projection method
#108
tingwl0122
opened
10 hours ago
0
Modify experiment files to fit newest API design
#107
tingwl0122
opened
11 hours ago
0
[dattri.benchmark] add benchmark downloading API
#106
TheaperDeng
opened
1 day ago
0
[dattri] Move some files to better path
#105
TheaperDeng
closed
1 day ago
0
[dattri.algorithm] Support `AttributionTask` API in TracIN/TRAK/RPS Attributors
#104
TheaperDeng
closed
9 hours ago
1
[dattri.func] rename ihvp.py -> hessian.py/fisher.py
#103
TheaperDeng
closed
1 day ago
0
[dattri.matrics] add loo_corr
#102
TheaperDeng
closed
3 days ago
0
[Document] update the installation info
#101
TheaperDeng
closed
3 days ago
0
[dattri.func] Re-define Arnoldi algorithm as a projection method
#100
tingwl0122
closed
10 hours ago
3
[dattri.algorithm] Add `AttributionTask` abstraction for new API design
#99
TheaperDeng
closed
3 days ago
0
[dattri.algorithm] Re-add RPS attributor
#98
tingwl0122
closed
3 days ago
3
[dattri.benchmark] Correcting the performance of (cifar2) benchmark experiment
#97
tingwl0122
closed
6 days ago
5
[Doc] add api docs
#96
TheaperDeng
closed
1 month ago
0
Add write permissions for doc workflow.
#95
xingjian-zhang
closed
1 month ago
0
[dattri.func.ihvp] Implement ihvp_at_x_ekfac
#94
sx-liu
closed
1 month ago
4
Add Readme
#93
TheaperDeng
closed
1 month ago
0
[dattri.algorithm] Fix trak problems
#92
TheaperDeng
closed
1 month ago
1
Partial parameter selection for slow algs
#91
tingwl0122
opened
1 month ago
1
Model checkpoint alignment between `dattri_retain` and previous re-training
#90
tingwl0122
closed
6 days ago
0
`dattri_retrain.py` need to set `start_id` from `partition` argument
#89
tingwl0122
closed
6 days ago
0
Adapt train dataset gradient caching to TracIn when projection option is on
#88
tingwl0122
closed
3 weeks ago
1
Reuse the target_func's output for Q in TRAK
#87
TheaperDeng
opened
1 month ago
0
[dattri.algorithm] Fix `unsqueeze` type artifact for `vmap` usage
#86
tingwl0122
opened
1 month ago
0
Performance issue for CIFAR2 noisy label detection
#85
TheaperDeng
closed
1 month ago
3
[dattri] fix pyproject.toml
#84
TheaperDeng
closed
1 month ago
1
[dattri.algorithm] Add TRAKAttributor and related examples
#83
TheaperDeng
closed
1 month ago
4
[dattri.func.ihvp] Implementation of DataInf
#82
charles-pyj
closed
1 month ago
1
[dattri.algorithm] Adapt `vmap` to IFAttributor
#81
tingwl0122
closed
1 month ago
2
[dattri.algorithm] Influence Function LiSSA option
#80
TheaperDeng
closed
1 month ago
3
[dattri.func.ihvp] Implement ihvp_at_x_ekfac
#79
sx-liu
closed
1 month ago
2
[dattri.benchmark] Add TracIn example (noisy label on MNIST and CIFAR-2)
#78
tingwl0122
closed
1 month ago
3
[dattri.benchmark] Add CIFAR-2 and MAESTRO support in `dattri/scripts/dattri_retrain.py`
#77
tingwl0122
closed
1 month ago
2
[dattri.func.ihvp] API Design Proposal for EK-FAC ihvp
#76
sx-liu
closed
3 weeks ago
0
[dattri.model_utils] Add tfidf sampler
#75
SeanZh30
closed
1 month ago
2
[dattri.algorithms] add arnoldi support in IFAttributor
#74
TheaperDeng
closed
2 months ago
2
[dattri.model_utils] Add a subsetsampler by using tfidf to calculate the similarity of text
#73
SeanZh30
opened
2 months ago
0
[dattri.algorithm] Modify TracIn score computation loop
#72
tingwl0122
closed
1 month ago
4
[dattri.benchmark] reduced whl version for benchmark
#71
TheaperDeng
closed
1 week ago
0
[dattri.benchmark] Add a new benchmark model MLP
#70
TheaperDeng
closed
2 months ago
2
[dattri.benchmark] Fix output format of maestro dataset creation
#69
tingwl0122
closed
2 months ago
1
[dattri.benchmark] Add ResNet-9 benchmark on CIFAR-2
#68
tingwl0122
closed
2 months ago
0
[dattri.benchmark] Modify MAESTRO exp to fit current structure
#67
tingwl0122
closed
2 months ago
0
[dattri.benchmark] add a subsetsampler for easy usage
#66
TheaperDeng
closed
1 month ago
6
[dattri.model_utils] Add utils for dropout
#65
tingwl0122
closed
1 month ago
5
[dattri.benchmark] Add a dataset folder
#64
tingwl0122
closed
2 months ago
0
[dattri.func.random_projection] Format/naming/bugs fixing in related files
#63
tingwl0122
closed
2 months ago
2
[dattri.func.random_projection] `fast_jl` will fail under `torch==2.3.0`
#62
tingwl0122
opened
2 months ago
0
[dattri.func] update cg ihvp to support vmap
#61
TheaperDeng
closed
2 months ago
6
[dattri.benchmark] Add nanoGPT and retrain function here
#60
SeanZh30
closed
2 months ago
6
[dattri.func] Fixing Arnoldi's for-loop implementation
#59
tingwl0122
closed
2 months ago
0
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