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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def empirical(X):
 """Compute empirical covariance as baseline estimator. """

    print("Empirical")
    cov = np.dot(X.T, X) / n_samples
    return cov, np.linalg.inv(cov)