Optimization Algorithms, Optimization, Simplex, Data Science.
The function first applies the lift_to_cube function to the input objective function to obtain a new function defined on the n-dimensional cube. The function then calls the optimizer function on the lifted objective function, passing in the n_trials, n_dim, with_count, and any additional keyword