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with the new interface, the previous functions for computing multivariate
profiles and distances are obsolete. This is now noted in the docs.
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spike_profile and spike_distance now have a generic interface that allows
to compute bi-variate and multi-variate results with the same function.
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isi profile and distance functionc an now compute bi-variate and multi-variate
results. Therefore, it can be called with different "overloads".
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Signed-off-by: Igor Gnatenko <i.gnatenko.brain@gmail.com>
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Users can now disable the warning messages produced when the cython backend is
not available by writing
spk.disable_backend_warning = True
in the beginning
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isi- and spike distances over complete intervals are now computed without
obtaining the profile first. This gives more than x2 performance improvements.
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use recursive approach to compute average profile
for average multivariate distances, dont compute average multivariate profile,
but average distances directly.
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spike trains are now represented as SpikeTrain objects consisting of the
spike times and the interval edges.
The implementation of the ISI-distance has been modified accordingly.
The SPIKE-distance and SPIKE-Synchronization are still to be done.
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