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The Open Science of Deep Learning: Three Case Studies
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The open science movement, which prioritizes the open availability of research data and methods for public scrutiny and replication, includes practices like providing code implementing described algorithms in openly available publications. An area of research in which open-science principles may have particularly high impact is in deep learning, where researchers have developed a plethora of algor…
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