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CUTIE v0.2.0

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@kbpi314 kbpi314 released this 05 Aug 18:43
· 23 commits to master since this release
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Version 0.2.0 of CUTIE, a statistical software in Python 3.7.3 that computes pairwise correlations within a dataset and identifies correlations driven by influential points via a leave-one-out/jackknifing inspired method. It is capable of both true positive and false positive separation as well as true negative and false negative separation, in addition to detection of reverse sign correlations. Supported correlation coefficients include Pearson, Spearman, and Kendall. The known issue with Kendall's tau (from scipy.stats.kendalltau) has been resolved with updated dependencies. A brand new wiki and tutorial are available, along with analysis scripts and repo to accompany the paper figures. MINE, Jackknifing and bootstrapping (from 0.1.0) are no longer supported.