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Package to compute features of traces from action potential models

Project description

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Action Potential features

ap_features is package for computing features of action potential traces. This includes chopping, background correction and feature calculations.

Parts of this library is written in C and numba and is therefore highly performant. This is useful if you want to do feature calculations on a large number of traces.

Install

Install the package with pip

python -m pip install ap_features

See installation instructions for more options.

Available features

The list of currently implemented features are as follows

  • Action potential duration (APD)
  • Corrected action potential duration (cAPD)
  • Decay time (Time for the signal amplitude to go from maxium to (1 - a) * 100 % of maximum)
  • Time to peak (ttp)
  • Upstrok time (time from (1-a)*100 % signal amplitude to peak)
  • Beating frequency
  • APD up (The duration between first intersections of two APD lines)
  • Maximum relative upstroke velocity
  • Maximum upstroke velocity
  • APD integral (integral of the signals above the APD line)

Documentation

Documentation is hosted at GitHub pages: https://computationalphysiology.github.io/ap_features/

Note that the documentation is written using jupyterbook and contains an interactive demo

License

  • Free software: GNU General Public License v3

Source Code

Project details


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