Module Expr Str ImportFrom alias alias alias ImportFrom alias alias alias alias alias alias alias ImportFrom alias alias ImportFrom alias alias alias ImportFrom alias Assign NameStore ListLoad Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str
N/A N/A 
The :mod:`sklearn.covariance` module includes methods and algorithms to
robustly estimate the covariance of features given a set of points. The
precision matrix defined as the inverse of the covariance is also estimated.
Covariance estimation is closely related to the theory of Gaussian Graphical
Models.
 empirical_covariance_ empirical_covariance EmpiricalCovariance log_likelihood shrunk_covariance_ shrunk_covariance ShrunkCovariance ledoit_wolf ledoit_wolf_shrinkage LedoitWolf oas OAS robust_covariance fast_mcd MinCovDet graph_lasso_ graph_lasso GraphLasso GraphLassoCV outlier_detection EllipticEnvelope N/A __all__ N/A EllipticEnvelope EmpiricalCovariance GraphLasso GraphLassoCV LedoitWolf MinCovDet OAS ShrunkCovariance empirical_covariance fast_mcd graph_lasso ledoit_wolf ledoit_wolf_shrinkage log_likelihood oas shrunk_covariance