Where does the principle of equal a priori probabilities come from in statistical mechanics?

I have studied that the principle of equal a priori probabilities yields maximum entropy principle and minimum free energy principle and we can define and calculate other thermodynamic variables. However, where does the principle of equal a priori probabilities come from?