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replace collections iterable by typing iterable
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1 changed files with 4 additions and 6 deletions
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@ -5,14 +5,12 @@
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Main functionality for state-space inference.
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"""
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import collections # for cheking whether a variable is iterable
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import types # for cheking whether a variable is a function
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import numpy as np
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import scipy as sp
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import scipy.linalg as linalg
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import warnings
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from typing import Iterable
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try:
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from . import state_space_setup
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@ -885,7 +883,7 @@ class DescreteStateSpace(object):
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# P_init
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if P_init is None:
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P_init = np.eye(state_dim)
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elif not isinstance(P_init, collections.Iterable): # scalar
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elif not isinstance(P_init, Iterable): # scalar
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P_init = P_init * np.eye(state_dim)
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if p_kalman_filter_type not in ("regular", "svd"):
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@ -1094,7 +1092,7 @@ class DescreteStateSpace(object):
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# P_init
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if P_init is None:
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P_init = np.eye(p_state_dim)
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elif not isinstance(P_init, collections.Iterable): # scalar
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elif not isinstance(P_init, Iterable): # scalar
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P_init = P_init * np.eye(p_state_dim)
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if p_a is None:
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@ -4078,7 +4076,7 @@ class ContDescrStateSpace(DescreteStateSpace):
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# Dimensionality
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n = F.shape[0]
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if not isinstance(dt, collections.Iterable): # not iterable, scalar
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if not isinstance(dt, Iterable): # not iterable, scalar
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# import pdb; pdb.set_trace()
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# The dynamical model
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A = matrix_exponent(F * dt)
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