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Note, the main issue is that when using convex mean in association with a log-defined metric for distance, the logarithm of the matrices contains sometimes NaN values.
Learning from POC: #132
We can try to replace Shrinkage by GraphicalLasso for regularization of the empirical covariance (inside mean.py)
https://scikit-learn.org/stable/modules/generated/sklearn.covariance.graphical_lasso.html#sklearn.covariance.graphical_lasso
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