ApolloResearch / rib

Library for methods related to the Local Interaction Basis (LIB)
MIT License
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Edge Ablations #285

Closed nix-apollo closed 8 months ago

nix-apollo commented 8 months ago

Edge Ablations

On top of Unify

Description

Adds the ability to run edge ablations. The interface and code structure is reasonably similar to node ablations.

Related Issue

Closes #279. Closes #292 .

Motivation and Context

We want to test edge ablations as a metric to compare different bases. This is helpful for modularity analysis we want to do on RIB graphs.

How Has This Been Tested?

Currently piggybacking on node-ablation tests.

Maybe worth adding a test of ablations on centered RIB graphs.

Does this PR introduce a breaking change?

No.