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lanl / SEPIA

Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.
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Sigy default #31

Closed jgattiker closed 3 years ago

jgattiker commented 3 years ago

Sigy defaults to identity.

In the new way of doing all the scaling for the user, the Sigy is scaled (appropriately) from native scale to standardized. The problem is, the default of ones is now interpreted as native scale, and the resulting scaled Sigy can be very inappropriate.

Change this to default as identity on the scaled.

jgattiker commented 3 years ago

Pushing this change now. Sigy will stay as "None" if not specified, and Sigy_std will be initialized to identity.