Search results

Add SHAP GPUTreeExplainer (GPU TreeSHAP; depends on #246)

transparency

Status: Open.

#274 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Add SHAP unified Explainer (runtime algorithm resolution)

transparency

Status: Open.

#273 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Add SHAP CoalitionExplainer (partition_tree + feature-named masker config)

transparency

Status: Open.

#272 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Add SHAP AdditiveExplainer (needs a GAM/additive-model backend)

transparency

Status: Open.

#271 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Add SHAP LinearExplainer (needs a linear-model backend)

transparency

Status: Open.

#270 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Support captum method-composition methods (NoiseTunnel/SmoothGrad; Neuron*, DataLoaderAttribution lower-priority)

transparency

Status: Open.

#269 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Transparency adapter generalization: SHAP modern-API dispatch + captum Layer* methods

transparency

Status: Open.

#267 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Expand algorithm registries to full library coverage (torchattacks / foolbox / imagecorruptions)

robustness

Status: Open.

#266 In CAIIVS/raitap;

· stanlrt opened on Jun 6, 2026

Add tree/tabular model backend + enable SHAP TreeExplainer end-to-end

model

transparency

Status: Open.

#246 In CAIIVS/raitap;

· stanlrt opened on Jun 3, 2026

Nest report visualisations under their result (drop parallel viz lists)

Status: Open.

#243 In CAIIVS/raitap;

· stanlrt opened on Jun 2, 2026

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Thesis

fix marabou: currently the example MNIST not really working

reporting

robustness

Status: Open.

Bug

#226 In CAIIVS/raitap;

· pizzajojo opened on May 31, 2026

Harden residual input-contract assumptions (defensive guards)

Status: Open.

#205 In CAIIVS/raitap;

· stanlrt opened on May 24, 2026