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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.ihvp] API Design Proposal for EK-FAC ihvp
#76
sx-liu
closed
2 months ago
0
[dattri.model_utils] Add tfidf sampler
#75
SeanZh30
closed
2 months ago
2
[dattri.algorithms] add arnoldi support in IFAttributor
#74
TheaperDeng
closed
3 months ago
2
[dattri.model_utils] Add a subsetsampler by using tfidf to calculate the similarity of text
#73
SeanZh30
opened
3 months ago
0
[dattri.algorithm] Modify TracIn score computation loop
#72
tingwl0122
closed
3 months ago
4
[dattri.benchmark] reduced whl version for benchmark
#71
TheaperDeng
closed
1 month ago
0
[dattri.benchmark] Add a new benchmark model MLP
#70
TheaperDeng
closed
3 months ago
2
[dattri.benchmark] Fix output format of maestro dataset creation
#69
tingwl0122
closed
3 months ago
1
[dattri.benchmark] Add ResNet-9 benchmark on CIFAR-2
#68
tingwl0122
closed
3 months ago
0
[dattri.benchmark] Modify MAESTRO exp to fit current structure
#67
tingwl0122
closed
3 months ago
0
[dattri.benchmark] add a subsetsampler for easy usage
#66
TheaperDeng
closed
3 months ago
6
[dattri.model_utils] Add utils for dropout
#65
tingwl0122
closed
3 months ago
5
[dattri.benchmark] Add a dataset folder
#64
tingwl0122
closed
3 months ago
0
[dattri.func.random_projection] Format/naming/bugs fixing in related files
#63
tingwl0122
closed
3 months ago
2
[dattri.func.random_projection] `fast_jl` will fail under `torch==2.3.0`
#62
tingwl0122
opened
3 months ago
1
[dattri.func] update cg ihvp to support vmap
#61
TheaperDeng
closed
3 months ago
6
[dattri.benchmark] Add nanoGPT and retrain function here
#60
SeanZh30
closed
3 months ago
6
[dattri.func] Fixing Arnoldi's for-loop implementation
#59
tingwl0122
closed
3 months ago
0
[dattri.algorithm] Add RPS Attributor
#58
tingwl0122
closed
2 months ago
3
[dattri.algorithm] A few notes and discussions needed of RPS implmentation
#57
tingwl0122
closed
1 month ago
3
[dattri.benchmark] refactor the benchmark code for mnist
#56
TheaperDeng
closed
3 months ago
2
[dattri.algorithm] Base attributor class for RPS
#55
tingwl0122
closed
3 months ago
3
[dattri.algorithm] Add TracIn Attributor
#54
tingwl0122
closed
3 months ago
0
[dattri.benchmark] Add MAESTRO benchmark
#53
tingwl0122
closed
3 months ago
5
[dattri.benchmark] Import Issue for Complex Models
#52
tingwl0122
closed
3 months ago
3
[dattri.benchmark] upload the imangenet training script as well as a `dattri_retrain` command
#51
TheaperDeng
closed
3 months ago
6
[dattri.model_utils] Add a wrapper for register_forward_hook
#50
tingwl0122
closed
3 months ago
2
[dattri.metrics] Implement LDS
#49
jiaqima
closed
4 months ago
0
[dattri.model_utils] implement retrain_lds
#48
jiaqima
closed
4 months ago
1
minor change in mnist and fix test file positions
#47
jiaqima
closed
4 months ago
0
Re-add darglint
#46
jiaqima
closed
4 months ago
0
relax the test tol for `test_ihvp_cg_nn`
#45
TheaperDeng
closed
4 months ago
0
fix some missing parts in mnist_lr retrain func
#44
TheaperDeng
closed
4 months ago
0
Shaky test test_ihvp_cg_nn
#43
jiaqima
closed
4 months ago
2
remove darglint
#42
jiaqima
closed
4 months ago
0
clean up runners
#41
jiaqima
closed
4 months ago
0
Fix darglint
#40
jiaqima
closed
4 months ago
3
Add makefile
#39
jiaqima
closed
4 months ago
0
Migrate setup to pyproject
#38
jiaqima
closed
4 months ago
0
Add pre-commit and CONTRIBUTING.md
#37
jiaqima
closed
4 months ago
0
Fix PR template
#36
jiaqima
closed
4 months ago
0
Fix PR template
#35
jiaqima
closed
4 months ago
1
Change ruff check rules
#34
jiaqima
closed
4 months ago
0
[dattri.func.ihvp] Add Arnoldi as another ihvp method
#33
tingwl0122
closed
4 months ago
4
[dattri.algorithm] IF attributor for exisiting ihvp functions
#32
TheaperDeng
closed
3 months ago
11
LDS corrections
#31
jackhaohuang
closed
4 months ago
0
[dattri.func] Implement ihvp_lissa and ihvp_at_x_lissa
#30
sx-liu
closed
3 months ago
9
dattri.metrics.metrics is a bit redundant
#29
jiaqima
opened
4 months ago
2
API Design Proposal for DataInf Algorithm ihvp.
#28
charles-pyj
closed
2 months ago
2
Allow additional package (`fast_jl`) installation in `setup.py`
#27
tingwl0122
closed
4 months ago
1
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