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Commit 649fc407 authored by Danilo Ferreira de Lima's avatar Danilo Ferreira de Lima
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Using threading for parallel processing speeds up prediction by a factor of...

Using threading for parallel processing speeds up prediction by a factor of 100: most of the time consumed was on passing data to the processes. Switched from the EllipticEnvelope to an IQR-based outlier detection method -- faster and does not assume Gaussianity. Since this happens after the PCA, the data is already decorrelated.
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1 merge request!9Speed up prediction and outlier detection.
This commit is part of merge request !9. Comments created here will be created in the context of that merge request.
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