code: def partial_predict(self, X, y=None):
          
          if isinstance(X, md.Trajectory):
              X.center_coordinates()
          return super(MultiSequenceClusterMixin, self).predict(X)
docs: Predict the closest cluster each sample in X belongs to.
  
          In the vector quantization literature, `cluster_centers_` is called
          the code book and each value returned by `predict` is the index of
          the closest code in the code book.
  
          Parameters
          ----------
          X : array-like shape=(n_samples, n_features)
              A single timeseries.
  
          Returns
          -------
          Y : array, shape=(n_samples,)
              Index of the cluster that each sample belongs to