Single iteration huge data set EOFs
Covariance matrix is obtained iterating once over the dataset.
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Methods
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__init__
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__init__
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__init__ (
self,
iterator,
tcode='d',
therecords=None,
corrmatrix=0,
)
Constructor for the class SIHDSEOFs
Arguments:
-
iterator
- Indexable object (e.g. Numpy array, nciterator object, ...)
to decompose into EOFs
Optional arguments:
-
tcode
- Numeric typecode for the internal computations.
Defaults to
Float64.
-
therecords
- List of records to be taken. Defaults to the
whole data set.
-
corrmatrix
- Bit parameter indicating wether covariance matrix
EOFs are computed (default, 0) or correlation matrix ones
(corrmatrix=1).
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