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Module: hdseofs hdseofs.py

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

Imported modules   
import LinearAlgebra
import Numeric
import pyclimate.mctest
import pyclimate.mvarstatools
import pyclimate.pyclimateexcpt
import pyclimate.tools
Classes   

DIHDSEOFs

Double iteration huge data set EOFs

HDSEOFs

Base class holding the common operations for both HDSEOF constructors

SIHDSEOFs

Single iteration huge data set EOFs


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