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Issues list

KernelShap returns no explanations when link='logit' and predicted proba is 0 or 1 Effort: S Priority: Low Type: Enhancement A better way of doing things
#952 opened Jul 17, 2023 by ascillitoe
GradSim Improvements Type: Enhancement A better way of doing things
#837 opened Dec 13, 2022 by mauicv
3
Add reverse index for extra_requires dependencies Pull requests that update a dependency file Priority: Low Type: Enhancement A better way of doing things
#648 opened Apr 29, 2022 by mauicv
Add Pandas Support For Explainers Type: Design Design discussions and proposals Type: Enhancement A better way of doing things
#597 opened Feb 16, 2022 by mauicv
1
Have a factory based creation of alibi explainers (based on config) Type: Enhancement A better way of doing things
#494 opened Oct 4, 2021 by sakoush
3
Allow IntegratedGradients.target to be inferred for classification models with class score Priority: Medium Type: API Anything affecting the public API (what is exposed, function signatures, return values etc.) Type: Enhancement A better way of doing things
#492 opened Oct 4, 2021 by sakoush
6
Validate explain parameters Priority: Medium Type: Enhancement A better way of doing things
#488 opened Sep 24, 2021 by sakoush
5
Select subset of features for perturbations [Counterfactuals Guided by Prototypes] Blocked Issue is blocked by some bigger issue Type: Bug Something isn't working Type: Enhancement A better way of doing things Type: Method extension Extensions to existing methods
#327 opened Dec 8, 2020 by gibranhasan14
1
IG error in TF 2.3.0 (Supporting TF models with different input types) Type: Enhancement A better way of doing things
#285 opened Aug 6, 2020 by Realvincentyuan
@gipster
10
KernelSHAP raises a warning if output dim is 1 and task is regression Type: Enhancement A better way of doing things
#226 opened May 21, 2020 by jklaise
KernelSHAP argmax prediction for binary classifiers with one output Type: Bug Something isn't working Type: Enhancement A better way of doing things
#225 opened May 21, 2020 by jklaise
1
Use numpy random generators to enable pickling of random state Priority: Low Type: Enhancement A better way of doing things
#209 opened May 4, 2020 by jklaise
3
Extend dataset fetching functions to save a local copy internal-mle Priority: Low Type: Enhancement A better way of doing things
#159 opened Oct 17, 2019 by jklaise
Batch size memory check for explainer algorithms Type: Enhancement A better way of doing things Type: HPC High performance extensions (distributed, out-of-core computing etc.)
#158 opened Oct 11, 2019 by arnaudvl
@jklaise @arnaudvl @alexcoca
Ambiguous tokenization for AnchorText AnchorText Type: Enhancement A better way of doing things
#139 opened Sep 16, 2019 by jklaise
Handle features at different scales for trust scores Type: Enhancement A better way of doing things
#49 opened Apr 30, 2019 by arnaudvl
@arnaudvl
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