class ThreeParameterLogistic: def __init__(self, model_params, kwargs): self.model_params = model_params # check if exists, if not error out self.b_param = kwargs['b_param'] self.e = 2.71828 self.theta = kwargs['theta'] def result(self): a = self.model_params.a c = self.model_params.c return c + (1 - c) * (1 / (1 + e**(-a * (self.theta - self.b_param))))