Huge Data Set Empirical Orthogonal Functions
Get EOFs without the need to load the whole data set into memory
Thus, we can compute them for HUGE data sets. The only limiting factor
is the time needed to iterate over the whole dataset, but this
is usually a problem of IO, not a problem of CPU
for Gigabyte-sized data
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Imported modules
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import LinearAlgebra
import Numeric
import pyclimate.mctest
import pyclimate.mvarstatools
import pyclimate.pyclimateexcpt
import pyclimate.tools
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Classes
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DIHDSEOFs |
Double iteration huge data set EOFs
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HDSEOFs |
Base class holding the common operations for both HDSEOF constructors
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SIHDSEOFs |
Single iteration huge data set EOFs
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