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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 brute_force_most_distant(self, input_sample, num_samples, num_params, k_choices, num_groups=None):
 """Use brute force method to find most distant trajectories Arguments --------- 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, default=None The number of groups Returns ------- list """

        scores = self.find_most_distant(input_sample,
                                        num_samples,
                                        num_params,
                                        k_choices,
                                        num_groups)

        maximum_combo = self.find_maximum(scores, num_samples, k_choices)

        return maximum_combo