# === Hydro model
# precipitation
from precipitation import precipitation_coefficients
# distribution for the initial model values
from initial import initial
# construct Hydro model
from hydro import Hydro
model = Hydro(precipitation_coefficients,
initial,
dt=10,
integrator='RKSSP',
numbify=0)
# === SPUX
# LIKELIHOOD
# construct Particle Filtering likelihood
from spux.likelihoods.pf import PF
likelihood = PF(particles=[4, 16])
#likelihood = PF (particles=16)
# REPLICATES
# use Replicates aggregator to combine likelihood with multiple data sets
from spux.aggregators.replicates import Replicates
replicates = Replicates()
# SAMPLER
# construct EMCEE sampler
