Interpretation#175

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shitongzhu wants to merge 94 commits intoChrisCummins:developmentfrom

shitongzhu:interpretation

Commits on Aug 30, 2020

Commits on Jul 26, 2021

Init code for interpreting GGNN.
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Commits on Jul 27, 2021

Working version of IG over GGNN.
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Add arg for enabling IG.
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Commits on Aug 8, 2021

Add porting of annotated graphs.
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Add batch porting of IG attributions.
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Upload some example attrs.
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Test.
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Fix a minor bug.
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Want to look at images.
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Fix.
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Commits on Aug 9, 2021

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Test.
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Code fixed.
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Commits on Aug 10, 2021

Fix coloring.
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Add exception handling.
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All vis results for datadep graphs with 20 or fewer nodes/edges.
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Commits on Aug 13, 2021

First version of working dep-guided IG.
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Update submodule.
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Commits on Aug 17, 2021

Add comparison of visualization results.
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Test.
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Test2.
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Commits on Aug 19, 2021

Test.
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Sanity test.
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Add lots of attrs.
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Commits on Aug 22, 2021

Add limit of max removed edges.
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Fix a bug.
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Fix yet another bug.
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Some examples.
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More examples.
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Commits on Aug 23, 2021

More.
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Cleanup.
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Fix a bug.
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New examples.
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Complete examples.
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Commits on Aug 24, 2021

Update submodule.
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Working IG variant.
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New examples of IG variant.
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Commits on Aug 25, 2021

Brand-new examples.
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Commits on Aug 27, 2021

Fix a bunch of bugs.
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Data.
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Commits on Aug 30, 2021

Adjust something.
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Enable concurrency (naive).
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Fix a bug.
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Add cleanup script.
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Commits on Aug 31, 2021

Fix order issues in attr acc calculations.
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Commits on Sep 1, 2021

Fix bugs.
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More fixes.
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Commits on Sep 2, 2021

Add nonuniform guided IG.
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Update submodule.
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Fix.
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Fix.
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Fix.
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Commits on Sep 3, 2021

Fix things.
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Fix again.
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Fix again.
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Commits on Sep 4, 2021

Fix the aggregation script.
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Add percentage numbers.
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Another bugfix.
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Commits on Sep 10, 2021

Add averged attributions.
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Fix a bug.
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Fix targets/predictions bug.
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Fix bugs.
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Commits on Sep 20, 2021

Add deletion and retention games for faithfulness tests.
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Fix plotting code.
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Commits on Sep 21, 2021

Add fig title.
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Commits on Sep 24, 2021

Add softmax?
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Commits on Sep 29, 2021

Add support of edge removal.
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Commits on Sep 30, 2021

Add option to remove edges or not in evaluations.
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Commits on Oct 4, 2021

Checkpoint.
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1st working version for edge removal?
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