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Issues: JuliaTrustworthyAI/CounterfactualExplanations.jl

[PERMANENT] Add more counterfactual generators
#103 opened Jan 26, 2023 by pat-alt
Open
[Generator] ECCCo
#387 by pat-alt was closed May 23, 2024
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49 Open 174 Closed
49 Open 174 Closed
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Issues list

Perturbation should depend on scale of data enhancement New feature or request
#460 opened Jun 11, 2024 by pat-alt
Add docs for ECCo and input encoders
#459 opened May 31, 2024 by pat-alt
Add SSIM-based distance
#458 opened May 31, 2024 by pat-alt
Constrained Optimization for SCMs
#457 opened May 29, 2024 by JorgeLuizFranco
@JorgeLuizFranco
Support for SEM/SCM in encondings.jl priority 🎯
#456 opened May 29, 2024 by JorgeLuizFranco
@JorgeLuizFranco
5
Add unfaithfulness metric
#454 opened May 23, 2024 by pat-alt
1
Add (computational) performance benchmarks documentation Improvements or additions to documentation
#449 opened May 1, 2024 by pat-alt
[Generator] Add GeCo
#446 opened May 1, 2024 by pat-alt
Investigate generating time of FeatureTweak generator
#445 opened Apr 30, 2024 by izagorac
[Generator] Add MCCE
#440 opened Apr 30, 2024 by pat-alt
Use traits for composable generator enhancement New feature or request medium This is expected to be medium.
#435 opened Apr 24, 2024 by pat-alt
2 tasks
Investigate potential use of StochasticAD.jl for non-differentiable models
#425 opened Apr 8, 2024 by pat-alt
2
LaplaceRedux as part of standard_models_catalogue causes error if Laplace not loaded bug Something isn't working
#424 opened Apr 3, 2024 by pat-alt
classification_binary is never really used easy This is expected to be easy. enhancement New feature or request
#423 opened Apr 3, 2024 by pat-alt
Fit text explanations to the CE.jl architecture
#419 opened Mar 28, 2024 by drobiu
Text Counterfactual Explanations
#414 opened Mar 22, 2024 by drobiu
6 of 13 tasks
1
MaxIterConvergence() does not work bug Something isn't working
#397 opened Jan 19, 2024 by kmariuszk
1
[Generator] Bayesian Optimization
#392 opened Jan 3, 2024 by pat-alt
Thresholding for counterfactual regression
#391 opened Jan 3, 2024 by pat-alt
status for regression models difficult This is expected to be difficult. enhancement New feature or request
#388 opened Jan 2, 2024 by lazarusA
1
[Generator] Counterfactual robustness through diversity enhancement New feature or request
#377 opened Dec 13, 2023 by pat-alt
Sort out PROBE enhancement New feature or request
#376 opened Dec 13, 2023 by pat-alt
2 tasks
1
add support for automated rendering
#364 opened Nov 27, 2023 by pat-alt
2
Update and re-render docs documentation Improvements or additions to documentation
#362 opened Nov 27, 2023 by pat-alt
1 of 2 tasks
Streamline implementation for non-gradient-based generators priority 🎯
#342 opened Nov 8, 2023 by pat-alt
3 of 5 tasks
2
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