Hist classes and utilities
Project description
Hist
Development for Hist. See CONTRIBUTING.md for information on setting up a development environment.
Hist is a analyst friendly front-end for boost-histogram.
Hist augments metadata by adding names to axes; these are highly recommend and will help you track axes. There is also a special NamedHist, which will enforce all hist axes have names, and all axes will require named access.
name=is a unique label describing each axistitle=is an optional string that is used in plotting (defaults to name if not provided)- Indexing, projection, and more support named axes.
The Hist class augments the bh.Histogram class with the following shortcuts, designed for interactive exploration without extensive imports:
- Optional import-free construction system
- Quick import-free data-coordinates and rebin syntax (use a j suffix for numbers, or strings directly in indexing expressions)
Quick plotting routines encourage exploration:
.plot()provides 1D and 2D plots.plot2d_full()shows 1D projects around a 2D plot.plot_pull(...)performs a pull plot
Support for this work was provided by the National Science Foundation cooperative agreement OAC-1836650 (IRIS-HEP) and OAC-1450377 (DIANA/HEP). Any opinions, findings, conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation.
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