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Showing content from http://pystruct.github.io/generated/pystruct.models.DirectionalGridCRF.html below:

pystruct.models.DirectionalGridCRF — pystruct 0.2.4 documentation

Parameters:

x : ndarray, shape (width, height, n_features)

Unary evidence / input.

y : ndarray or tuple

Either y is an integral ndarray of shape (width, height), giving a complete labeling for x. Or it is the result of a linear programming relaxation. In this case, y=(unary_marginals, pariwise_marginals), where unary_marginals is an array of shape (width, height, n_states) and pairwise_marginals is an array of shape (n_states, n_states) of accumulated pairwise marginals.


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