class Filter extends AnyRef
The Filter
class holds a filter for averaging a region of an input matrix.
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- new Filter(height: Int = 5, width: Int = 5)
- height
the height of the filter
- width
the width of the filter
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- def dot(xi: MatriD, jk: (Int, Int)): Double
The dot product between a region of an input matrix and the filter's matrix.
The dot product between a region of an input matrix and the filter's matrix.
- xi
the i-th row of the input tensor (e.g., one image matrix)
- jk
the indices for the top-left position of the input matrix region
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- def update(mat2: MatriD): Unit
Update the parameters, i.e., the filter's matrix.
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