def quickly_moving_hypocratic_residual_factory(y :Y_TYPE, s:dict, k:int, a:A_TYPE =None, t:T_TYPE =None, e:E_TYPE =None,
f=None, r=None)->([float] , Any , Any):
""" A simple way to convert a skater into one whose residuals are cautiously chased with a quickly moving average
f : skater
r : skater's hyper-params, if any
"""
return residual_chaser_factory(y=y,s=s,k=k,a=a,t=t,e=e,f1=f,r1=r,f2=quickly_hypocratic,r2=r)
def fbprophet_univariate_univariate_hypocratic(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
return residual_chaser_factory(y=y,
s=s,
k=k,
a=a,
t=t,
e=e,
f1=fbprophet_univariate,
f2=fbprophet_univariate_hypocratic)
def fbprophet_exogenous_exogenous(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
return residual_chaser_factory(y=y,
s=s,
k=k,
a=a,
t=t,
e=e,
f1=fbprophet_exogenous,
f2=fbprophet_exogenous)