Document PyG graph model attribution workflow - #1862
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craymichael wants to merge 1 commit into
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craymichael wants to merge 1 commit into
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Fixes meta-pytorch#246. Issue: meta-pytorch#246 Issue summary: Users asked how to use Captum with PyTorch Geometric / graph neural network models and whether Captum needs graph-native support. Summary: - Adds an FAQ entry for PyTorch Geometric and graph neural network attribution workflows. - Points users to PyG's CaptumExplainer, to_captum_model, and to_captum_input utilities for graph-native node / edge masks. - Shows the lower-level Captum pattern for tensor node-feature attribution with graph structure passed as additional_forward_args. Test Plan: - git diff --check - Documentation-only change; no runtime tests run.
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Fixes #246.
Summary
CaptumExplainer,to_captum_model, andto_captum_input.edge_index/batchasadditional_forward_args.edge_indexis an integer topology tensor and should not be attributed directly; edge or topology importance should use an edge mask, edge weight, or edge feature tensor representation.Test Plan
git diff --check