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SQUID manuscript workflow with outputs

<p>This repository reproduces the analysis performed in for our method <strong>SQUID</strong> (<strong>S</strong>urrogate <strong>Qu</strong>antitative <strong>I</strong>nterpretability for <strong>D</strong>eepnets; Seitz, McCandlish, Kinney and Koo). It contains tools to apply SQUID on several previously-published genomic models, and compare its results to existing attribution methods.</p><p>The scripts contained in this release are a replica of those found in the current release of our GitHub repository (https://github.com/evanseitz/squid-manuscript as of commit 5b47a7d), with the addition that all intermediate and final outputs are provided here.</p>

ShareScore

44/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
8
Harmonization
8
Access
20
Reuse readiness
8
Engagement
0