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fix: warning for rank deficient covariance matrix is no longer called
when covobs are involved. Test added.
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2 changed files with 10 additions and 1 deletions
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@ -1356,7 +1356,7 @@ def covariance(obs, visualize=False, correlation=False, **kwargs):
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length = len(obs)
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max_samples = np.max([o.N for o in obs])
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if max_samples <= length:
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if max_samples <= length and not [item for sublist in [o.cov_names for o in obs] for item in sublist]:
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warnings.warn(f"The dimension of the covariance matrix ({length}) is larger or equal to the number of samples ({max_samples}). This will result in a rank deficient matrix.", RuntimeWarning)
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cov = np.zeros((length, length))
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