human
4. Choose annealing distributions for AIS
assistant
#Here is the Python code you requested.
# let's go with perturbed hamiltonians for now

protocol = np.linspace(0,1,10)

class AlchemicalIntermediate():
    def __init__(self,lam=0.0):
        self.lam=lam
    def __call__(self,x):
        return boltzmann_weight(x,lam=self.lam)

annealing_distributions = [AlchemicalIntermediate(lam) for lam in protocol]