(self, input_sample, num_samples,
                num_params, k_choices, num_groups)
Implement this in your class

        Parameters
        ----------
        input_sample : numpy.ndarray
        num_samples : int
            The number of samples to generate
        num_params : int
            The number of parameters
        k_choices : int
            The number of optimal trajectories
        num_groups : int
            The number of groups

        Returns
        -------
        list
            A list of trajectory indices
Implement this in your class
Implement this in your class
def _sample(self, input_sample, num_samples,
                num_params, k_choices, num_groups):
        """Implement this in your class

        Parameters
        ----------
        input_sample : numpy.ndarray
        num_samples : int
            The number of samples to generate
        num_params : int
            The number of parameters
        k_choices : int
            The number of optimal trajectories
        num_groups : int
            The number of groups

        Returns
        -------
        list
            A list of trajectory indices
        """
        pass
def _sample ( self , input_sample , num_samples , num_params , k_choices , num_groups ) : pass