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Merge pull request #396 from VirgileFritsch/refactor_mcd
Refactor MCD robust covariance estimator: it is easier to regularize. API has been simplified by removing `correction` and `reweighting` parameters.
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- examples/covariance/plot_mahalanobis_distances.py 47 additions, 44 deletionsexamples/covariance/plot_mahalanobis_distances.py
- examples/covariance/plot_robust_vs_empirical_covariance.py 13 additions, 29 deletionsexamples/covariance/plot_robust_vs_empirical_covariance.py
- sklearn/covariance/__init__.py 1 addition, 1 deletionsklearn/covariance/__init__.py
- sklearn/covariance/empirical_covariance_.py 9 additions, 6 deletionssklearn/covariance/empirical_covariance_.py
- sklearn/covariance/robust_covariance.py 303 additions, 193 deletionssklearn/covariance/robust_covariance.py
- sklearn/covariance/shrunk_covariance_.py 21 additions, 7 deletionssklearn/covariance/shrunk_covariance_.py
- sklearn/covariance/tests/test_covariance.py 25 additions, 48 deletionssklearn/covariance/tests/test_covariance.py
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