chernoff_bound          Calculates the chernoff bound simulations.
compute_delta           Calculates the delta for a given # of samples
                        and value of epsilon.
compute_shattering      Calculates the shattering coefficient for a
                        decision tree.
confidence_interval     Calculates the confidence interval for the
                        dataset.
g                       Apply G(n) function.
recurse                 Calculates the shattering coefficient for a
                        decision tree.
search_delta_n_samples
                        Search the # of samples to ensure learning
                        given an epsilon.
search_n_samples        Executes a binary search to find the best # of
                        samples.
shattering_simulations
                        Calculates the shattering coefficient
                        simulations.
