def init_coefs(self, X):
        """Computes ...

        Initialize the following values:
            self.n_samples
            self.n_features
            self.sample_covariance_
            self.lam_scale_
        """
        self.n_samples_, self.n_features_ = X.shape
        self.sample_covariance_, self.lam_scale_ = _init_coefs(
            X, method=self.init_method
        )

        if not self.auto_scale:
            self.lam_scale_ = 1.0