def _get_strength_matrix(self):
assert self.pmi.shape == self.ts_correlation.shape
assert is_square(self.pmi)
a = np.multiply(self.pmi, self.ts_correlation)
lower_indexes = np.tril_indices(self.pmi.shape[0])
a[lower_indexes] = np.nan
return a
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