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Explainer minor improvements and bug fixes

example

explain

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 10154

#10154 In pyg-team/pytorch_geometric;

· zechengz opened on Mar 31, 2025

RuntimeError: shape '[-1, 8, 1, 1]' is invalid for input of size 15 specifically when using ShapleyValueSampling as an explainer

bug

explain

Status: Open.

#9901 In pyg-team/pytorch_geometric;

· MohSamNaf opened on Dec 28, 2024

request to add a fidelity metric

1 - Priority P1

example

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 9016

#9016 In pyg-team/pytorch_geometric;

· AslanDing opened on Mar 4, 2024

Upgrade visualize_graph for explain module

1 - Priority P1

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 8743

#8743 In pyg-team/pytorch_geometric;

· Tonniia opened on Jan 9, 2024

Explain: SubgraphXExplainer Algorithm

1 - Priority P1

example

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 8598

#8598 In pyg-team/pytorch_geometric;

· February24-Lee opened on Dec 11, 2023

Re-Organize explanation examples, more effective evaluation of explanations

explain

feature

Status: Open.

#8536 In pyg-team/pytorch_geometric;

· Tonniia opened on Dec 5, 2023

Enable Captum edge-based explanations for <code>HANConv</code>, <code>HGTConv</code>

1 - Priority P1

bug

explain

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 8512

#8512 In pyg-team/pytorch_geometric;

· rachitk opened on Dec 2, 2023

Propose &amp; Integrate CF-Explainer

1 - Priority P1

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 7929

#7929 In pyg-team/pytorch_geometric;

· EulerPascal404 opened on Aug 24, 2023

Added <code>GLGExplainer</code>

0 - Priority P0

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 7577

#7577 In pyg-team/pytorch_geometric;

· steveazzolin opened on Jun 14, 2023

Captum <code>DeepLift</code> attibution method throws <code>AssertionError</code>

0 - Priority P0

bug

explain

Status: Open.

#6389 In pyg-team/pytorch_geometric;

· IlyaTyagin opened on Jan 11, 2023

🚀 <code>CaptumExplainer</code> behind the new <code>Explainer</code> interface

0 - Priority P0

explain

feature

refactor

Status: Open.

#6375 In pyg-team/pytorch_geometric;

· rusty1s opened on Jan 9, 2023

<code>connected</code> explainability thresholding

0 - Priority P0

explain

feature

Status: Open (in progress).

pyg-team/pytorch_geometricnumber 6345

#6345 In pyg-team/pytorch_geometric;

· soma2000-lang opened on Jan 5, 2023