ExclusionTransformer

Inheritance diagram for ExclusionTransformer:

Collaboration diagram for ExclusionTransformer:

Public Member Functions
def	__init__ (self, exclude_slice, transformer, transformer_args=[], transformer_kwargs={})
Public Member Functions inherited from _CustomTransformer
def	fit (self, X, *args, **kwargs)
def	transform (self, X, *args, **kwargs)
def	inverse_transform (self, X, *args, **kwargs)
def	fit_transform (self, X, *args, **kwargs)

Public Attributes
	transformer
	excl
	keep

Additional Inherited Members
Static Public Member Functions inherited from _CustomTransformer
def	config_info (*args, **kwargs)

Detailed Description

Exclude certain columns from being transformed by the given transformer.
The passed in transformer should be a transformer class, and exclude_slice can
be any object which, when used to slice a numpy array, will give the 
appropriate columns which should be excluded. So, for example:
    - slice(1)
    - slice(-3, None)
    - slice(1,None,2)
    - np.array([True, False, False, True])
    etc.

Definition at line 6 of file ExclusionTransformer.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			exclude_slice,
			transformer,
			transformer_args = [],
			transformer_kwargs = {}
	)

Definition at line 18 of file ExclusionTransformer.py.

Member Data Documentation

excl

excl

Definition at line 20 of file ExclusionTransformer.py.

keep

keep

Definition at line 26 of file ExclusionTransformer.py.

transformer

transformer

Definition at line 19 of file ExclusionTransformer.py.

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The documentation for this class was generated from the following file:

• /gfs-oceanweb/web/ocssw/ocssw_src/src/aquaverse/MDN/transformers/ExclusionTransformer.py