4f9f28da19466e18165feb5a3dab0e82f686b926,cde/density_estimator/LSCDE.py,LSConditionalDensityEstimation,_build_model,#LSConditionalDensityEstimation#Any#Any#,38

Before Change

      self.n_centers = X.shape[0]

    n_locs = self.n_centers
    X_Y = np.concatenate([X,Y], axis=1)
    centroids = sample_center_points(X_Y, method=self.center_sampling_method, k=n_locs, keep_edges=self.keep_edges)
    self.centr_x = centroids[:,0:self.ndim_x]
    self.centr_y = centroids[:,self.ndim_x:]

After Change

      self.n_centers = min(self.n_centers, X.shape[0])

    n_locs = self.n_centers
    X_Y_normalized = np.concatenate(list(self._normalize(X, Y)), axis=1)
    centroids = sample_center_points(X_Y_normalized, method=self.center_sampling_method, k=n_locs, keep_edges=self.keep_edges)
    self.centr_x = centroids[:, 0:self.ndim_x]
    self.centr_y = centroids[:, self.ndim_x:]

Instances