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dilyabareeva
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quanda
A toolkit for quantitative evaluation of data attribution methods.
https://quanda.readthedocs.io
MIT License
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Add "Common Pitfalls" section to README
#143
dilyabareeva
closed
2 months ago
0
Mixed Datasets Metric
#142
dilyabareeva
closed
2 months ago
0
Domaing Mismatch Metric
#141
dilyabareeva
closed
2 months ago
1
Mixed Datasets Metric
#140
dilyabareeva
closed
2 months ago
0
Docstrings and Documentation initialization
#139
gumityolcu
closed
2 months ago
0
Create LICENSE
#138
gumityolcu
closed
2 months ago
0
Big Evaluation Plot
#137
dilyabareeva
closed
2 months ago
0
Implement Linear Datamodeling Score
#136
dilyabareeva
closed
1 month ago
2
Add Representer Points wrapper
#135
dilyabareeva
closed
2 months ago
0
IMPORTANT API CHANGE: Metrics Re-Organization
#134
dilyabareeva
closed
2 months ago
1
A mixed bag: TRAK fixes, added tutorials, README update, and small fixes
#133
dilyabareeva
closed
2 months ago
0
Re-Initializing Explainers within Metrics is very memory expensive
#132
dilyabareeva
closed
2 months ago
0
Metrics Tutorial
#131
dilyabareeva
closed
1 month ago
1
Conitrbution guideline
#130
dilyabareeva
closed
1 month ago
0
Explanation Dataset should not be a part of Benchmark.evaluate
#129
dilyabareeva
closed
2 months ago
0
Representer Points Wrapper
#128
dilyabareeva
closed
2 months ago
0
Remove All Names and Affiliations From Code
#127
dilyabareeva
closed
2 months ago
2
Create Demo & Demo Notebooks + Bug Fixes
#126
dilyabareeva
closed
2 months ago
0
Update proponent/opponents visualization functions
#125
dilyabareeva
closed
2 months ago
2
Prepare TracInCpFast/TRAK explanations for pre-selected images
#124
dilyabareeva
closed
2 months ago
3
Added TracInCPFast Wrapper
#123
aski02
closed
2 months ago
0
TracIn: Investigate Out-of-memory Issues
#122
dilyabareeva
closed
2 months ago
0
TRAK: attributions are platform-dependent
#121
dilyabareeva
opened
2 months ago
1
TRAK Wrapper
#120
dilyabareeva
closed
2 months ago
0
TRAK: non-memory-mapped saver
#119
dilyabareeva
opened
2 months ago
0
Data Attribution Strict Assumptions
#118
dilyabareeva
opened
2 months ago
0
Introducing Tasks
#117
dilyabareeva
closed
3 months ago
0
Set Explanation Targets
#116
dilyabareeva
closed
2 months ago
5
Benchmark dataset & state download functionality
#115
dilyabareeva
closed
3 months ago
0
Remove self-influence kwargs from everywhere
#114
dilyabareeva
closed
3 months ago
0
Fix Output Structure
#113
dilyabareeva
closed
3 months ago
0
HuggingFace model integration
#112
dilyabareeva
opened
3 months ago
0
Make Device Inferred
#111
dilyabareeva
closed
3 months ago
0
PyDVL wrappers
#110
dilyabareeva
opened
3 months ago
0
Look Into Supporting Advanced PyTorch Features
#109
dilyabareeva
opened
3 months ago
0
Start Anonymous GitHub
#108
dilyabareeva
closed
2 months ago
0
torchrun / Distributed Training test
#107
dilyabareeva
opened
3 months ago
0
Trak wrapper
#106
gumityolcu
closed
3 months ago
0
Making model_id and cache_dir optional
#105
aski02
closed
3 months ago
1
TraceInCPFastRandProj Wrapper Implementation
#104
aski02
closed
3 months ago
2
Train mini (or tiny) imageNet Model
#103
dilyabareeva
closed
2 months ago
0
Create a Usage Notebook
#102
dilyabareeva
closed
2 months ago
1
TRAK wrapper
#101
dilyabareeva
closed
2 months ago
3
Import strategy
#100
gumityolcu
closed
3 months ago
3
Trainer Usability Improvements + Lightning Compatibility
#99
dilyabareeva
closed
3 months ago
0
Explainer Wrapper for Captum TraceInCPFastRandProj
#98
aski02
closed
2 months ago
0
Subclass Detection refactor
#97
gumityolcu
closed
3 months ago
1
Create Evaluation-Free Tasks
#96
dilyabareeva
closed
3 months ago
0
Self-Influence kwargs
#95
dilyabareeva
closed
3 months ago
0
Subclass Detection Fix
#94
gumityolcu
closed
3 months ago
0
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