The CoFilter_1D object provides the convolution and pooling operators.
Attributes
- See also
-
mathstat.VectorDfor infix implementations of conv (+) --validconvolution, no reversal (conv_ for reversal) convs (~+) --sameconvolution, with reversal convf (*++) --fullconvolution, with reversal - Companion
- class
- Graph
-
- Supertypes
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class Objecttrait Matchableclass Any
- Self type
-
CoFilter_1D.type
Members list
Value members
Concrete methods
Return the 'valid' (no padding) convolution of cofilter vector c and input vector x. Caveat: does not include reversal.
Return the 'valid' (no padding) convolution of cofilter vector c and input vector x. Caveat: does not include reversal.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data vector
Attributes
Return the 'valid' (no padding) convolution of cofilter vector c and input matrix x. Caveat: does not include reversal.
Return the 'valid' (no padding) convolution of cofilter vector c and input matrix x. Caveat: does not include reversal.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data matrix
Attributes
Return the 'full' convolution of cofilter vector c and input vector x. Same means that the size of the result is the same as the input.
Return the 'full' convolution of cofilter vector c and input vector x. Same means that the size of the result is the same as the input.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data vector
Attributes
Return the 'full' convolution of cofilter vector c and input matrix x.
Return the 'full' convolution of cofilter vector c and input matrix x.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data matrix
Attributes
Return the 'same' (with padding) convolution of cofilter vector c and input vector x. Same means that the size of the result is the same as the input.
Return the 'same' (with padding) convolution of cofilter vector c and input vector x. Same means that the size of the result is the same as the input.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data vector
Attributes
Return the 'same' (with padding) convolution of cofilter vector c and input matrix x.
Return the 'same' (with padding) convolution of cofilter vector c and input matrix x.
Value parameters
- c
-
the cofilter vector of coefficients
- x
-
the input/data matrix
Attributes
Return the max-pooling results over all pooling windows.
Return the max-pooling results over all pooling windows.
Value parameters
- s
-
the size of the pooling window
- x
-
the input/data vector
Attributes
Return the max-pooling results over all data instances (matrix level).
Return the max-pooling results over all data instances (matrix level).
Value parameters
- s
-
the the size of the pooling window
- x
-
the input/data matrix
Attributes
Return the avg-pooling results over all pooling windows.
Return the avg-pooling results over all pooling windows.
Value parameters
- s
-
the size of the pooling window
- x
-
the input/data vector