Spike Order support (#39)0.6.0

* reorganized directionality module

* further refactoring of directionality

* completed python directionality backend

* added SPIKE-Sync based filtering

new function filter_by_spike_sync removes spikes that have a multi-variate
Spike Sync value below some threshold

not yet fully tested, python backend missing.

* spike sync filtering, cython sim ann

Added function for filtering out events based on a threshold for the spike
sync values. Usefull for focusing on synchronous events during directionality
analysis.
Also added cython version of simulated annealing for performance.

* added coincidence single profile to python backend

missing function in python backend added, identified and fixed a bug in the
implementation as well

* updated test case to new spike sync behavior

* python3 fixes

* another python3 fix

* reorganized directionality module

* further refactoring of directionality

* completed python directionality backend

* added SPIKE-Sync based filtering

new function filter_by_spike_sync removes spikes that have a multi-variate
Spike Sync value below some threshold

not yet fully tested, python backend missing.

* spike sync filtering, cython sim ann

Added function for filtering out events based on a threshold for the spike
sync values. Usefull for focusing on synchronous events during directionality
analysis.
Also added cython version of simulated annealing for performance.

* added coincidence single profile to python backend

missing function in python backend added, identified and fixed a bug in the
implementation as well

* updated test case to new spike sync behavior

* python3 fixes

* another python3 fix

* Fix absolute imports in directionality measures

* remove commented code

* Add directionality to docs, bump version

* Clean up directionality module, add doxy.

* Remove debug print from tests

* Fix bug in calling Python backend

* Fix incorrect integrals in PieceWiseConstFunc (#36)

* Add (some currently failing) tests for PieceWiseConstFunc.integral

* Fix implementation of PieceWiseConstFunc.integral

Just by adding a special condition for when we are only taking an
integral "between" two edges of a PieceWiseConstFunc
All tests now pass.
Fixes #33.

* Add PieceWiseConstFunc.integral tests for ValueError

* Add testing bounds of integral
* Raise ValueError in function implementation

* Fix incorrect integrals in PieceWiseLinFunc (#38)

Integrals of piece-wise linear functions were incorrect if the
requested interval lies completely between two support points.
This has been fixed, and a unit test exercising this behavior
was added.

Fixes #38

* Add Spike Order example and Tutorial section

Adds an example computing spike order profile and the optimal
spike train order. Also adds a section on spike train order to the
tutorial.

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