Automatic Differentiation with Autograd#
Apply a threshold to an array, setting values below the threshold to vmin and values above to vmax. |
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Rescale an array from an arbitrary input range to an arbitrary output range. |
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Compute the external morphological gradient of an array. |
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Compute the internal morphological gradient of an array. |
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Compute the morphological gradient of an array. |
Perform grey closing on an array. |
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Perform grey opening on an array. |
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Perform grey erosion on an array. |
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Perform grey dilation on an array. |
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Pad an array along specified axes with a given mode and padding width. |
Convolve an array with a given kernel. |
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Chain multiple functions together to apply them sequentially to an array. |
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Create a kernel based on the specified type in n dimensions. |
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Calculate the kernel size in pixels based on the provided radius and grid spacing. |
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Multidimensional Gaussian filter. |
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Calculate the grey indicator for a given array. |
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make_filter() with a default filter_type value of circular. |
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make_filter() with a default filter_type value of |
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Create a penalty function based on the curvature of a set of points. |
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Computes a penalty for erosion/dilation of a parameter map not being unity. |
Create a filter function based on the specified kernel type and size. |
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Create a function that filters and projects an array. |
Apply a piecewise linear ramp projection to an array. |
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Apply a tanh-based soft-thresholding projection to an array. |
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alias of |
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alias of |