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@deprecated("dtw_region is deprecated in 0.11 and will be removed in 0.12. "
"Use dtw(method='region') instead.")
def dtw_region(x=None, y=None, dist='square', region=None,
precomputed_cost=None, return_cost=False,
return_accumulated=False, return_path=False):
"""Dynamic Time Warping (DTW) distance with a constraint region.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='region'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array. Ignored if ``dist == 'precomputed'``.
y : array-like, shape = (n_timestamps_2,)
@deprecated("dtw_sakoechiba is deprecated in 0.11 and will be removed in "
"0.12. Use dtw(method='sakoechiba') instead.")
def dtw_sakoechiba(x=None, y=None, dist='square', window_size=0.1,
precomputed_cost=None, return_cost=False,
return_accumulated=False, return_path=False):
"""Dynamic Time Warping (DTW) distance with Sakoe-Chiba band constraint.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='sakoechiba'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array. Ignored if ``dist == 'precomputed'``.
y : array-like, shape = (n_timestamps_2,)
@deprecated("dtw_classic is deprecated in 0.11 and will be removed in 0.12. "
"Use dtw(method='classic') instead.")
def dtw_classic(x=None, y=None, dist='square', precomputed_cost=None,
return_cost=False, return_accumulated=False,
return_path=False):
"""Classic Dynamic Time Warping (DTW) distance between two time series.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='classic'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array. Ignored if ``dist == 'precomputed'``.
y : array-like, shape = (n_timestamps_2,)
@deprecated("dtw_multiscale is deprecated in 0.11 and will be removed in "
"0.12. Use dtw(method='multiscale') instead.")
def dtw_multiscale(x, y, dist='square', resolution=2, radius=0,
return_cost=False, return_accumulated=False,
return_path=False):
"""Multiscale Dynamic Time Warping distance.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='multiscale'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array.
y : array-like, shape = (n_timestamps_2,)
@deprecated("dtw_fast is deprecated in 0.11 and will be removed in 0.12. "
"Use dtw(method='fast') instead.")
def dtw_fast(x, y, dist='square', radius=0, return_cost=False,
return_accumulated=False, return_path=False):
"""Fast Dynamic Time Warping distance.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='fast'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array.
y : array-like, shape = (n_timestamps_2,)
Second array.
@deprecated("dtw_itakura is deprecated in 0.11 and will be removed in 0.12. "
"Use dtw(method='itakura') instead.")
def dtw_itakura(x=None, y=None, dist='square', max_slope=2.,
precomputed_cost=None, return_cost=False,
return_accumulated=False, return_path=False):
"""Dynamic Time Warping distance with Itakura parallelogram constraint.
.. deprecated:: 0.11
This function is deprecated and will be removed in 0.12.
Use :func:`dtw` with ``method='itakura'`` instead.
Parameters
----------
x : array-like, shape = (n_timestamps_1,)
First array. Ignored if ``dist == 'precomputed'``.
y : array-like, shape = (n_timestamps_2,)