def fbprophet_exogenous(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
""" Uses known-in-advance and also y[1:] brought forward """
return fbprophet_skater_factory(y=y, s=s, k=k, a=a, t=t, e=e)
def fbprophet_known(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
""" Uses known-in-advance but not y[1:] """
y0 = [wrap(y)[0]]
return fbprophet_skater_factory(y=y0, s=s, k=k, a=a, t=t, e=e)
def fbprophet_univariate(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
""" Simple univariate prediction using only y[0], and not 'a' or y[1:] """
y0 = [wrap(y)[0]]
return fbprophet_skater_factory(y=y0, s=s, k=k, a=None, t=t, e=e)
def fbprophet_recursive(y: Y_TYPE,
s: dict,
k: int,
a: A_TYPE = None,
t: T_TYPE = None,
e: E_TYPE = None):
""" Same as exogenous, but uses prophet to predict y[1:] """
return fbprophet_skater_factory(y=y,
s=s,
k=k,
a=a,
t=t,
e=e,
recursive=True)