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Interactive data analysis with iPython

Many users are familiar with matlab, which is not supported by the LCLS offline group. This is a description of how you can use interactive python to analyze your data in a very similar way.

Many thanks to the XPP crew, Henrik Lemke in particular, for providing guidance, code examples (in matlab) and feedback in writing the python scripts presented here.

The components

  • matplotlib pyplot / pylab
    ... an open-source plotting tool

The Matlab-like tools / library provided by PCDS

  • matlab.py
    ... a module implementing in python some of the tools written by Henrik/XPP for matlab
  • ipimbtools.py
    ... a module implementing in python some plotting tools written by Henrik/XPP for matlab

Examples

Select limits from graphical input and plot filtered IPIMB

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