Several short tutorials demonstrating specific objects, features, or patterns commonly used in nelpy.

If you plan to view these notebooks online, we recommend you to use nbviewer, which has a much better rendering engine than github. You can access this repository at http://nbviewer.jupyter.org/github/nelpy/tutorials .

The tutorials should be followed roughly in order.

• WhirlwindTour.ipynb—quick overview and simple examples demonstrating the nelpy object model. Start here!
• EpochArrayTutorial.ipynb—a closer look at the EpochArrays object.
• AnalogSignalArrayTutorial.ipynb—a closer look at the AnalogSignalArray object.
• more coming soon!

To add soon:

• working with contiguous but disjoint epochs (and what to do if your epochs are not disjoint)
• fixing up a falsely discontinuous object with merge
• training a hidden Markov model on some animal behavior
• filtering?
• position decoding accuracy (internal and external) and cross-validation
• monkey patching
• setting domains of objects
• accessing data with asarray and advanced slicing
• AnalogSignalArrays vs BinnedSpikeTrainArrays, and moving between them
• Saving and loading results
• nelpy FigureContextManager to skip over expensive cells
• ...