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Python 3 Package of modules for typical analysis tasks analyzing physics data

Project description

LabTools3

Set of Python analysis tools for physics labs. It contains the "package" directory which is the Python package with a setup.py script for installation and a "doc" directory containing the Sphinx documentation. The repository starts with version 0.2.9 of LabTools. Version 1.0.2: has mostly some big fixes.

Version 1.1.0: now includes 2D-histograms and some bug fixes.

Version 1.1.1: includes 3D lego plot for histo2d. Note that at the moment surface and lego plots are only in linear scale possible.

Version 1.1.2: non-linear fitting is now based on scipy.optimize.least_squares so parameter bounds can be used.

Version 1.1.3.1: (same as 1.1.3) updated the rebin function for 1D histograms, by default it now returns a new histogram (replace = False). Also added the options to have the mean calculated for combined bins instead of the sum (use_mean = True). Fixed a bug in project_x and project_y functions for 2D histograms.

Version 1.1.3.2: minor bug fixes

Version 1.1.3.3: histogram axis labels are preserved in rebinning and projection actions (for 2d histogram)

Version 1.1.3.4: minor bug fixes

Version 1.1.3.5: corrected problen with add_data

Version 1.1.3.6: added features to fitting: plot attribute to plot the fit, the fit results is plotted by default (controlled with the plot_fit kwarg). The fit object are callable, returning the value of the fit function using the current values of the fit parameters. New attribute to datafile: adata_comment_index, a list of indices pointing to comment lines.

Version 1.1.3.7: updated documentation

Version 1.1.3.8: datafile can be initialized with a list of strings correponding to the regular syntax

Version 1.1.3.9: Fixed a bug in histo where histogram window variable was not initialized when loading from file (required a clear_window call).

Version 1.1.3.10: 2d histo now accepts axes as keywords. Make sure for 3d display the axes is a Axes3DSubplot.

Version 1.1.3.11: new control on title and axes labels for plotting

Version 1.1.3.12: bug fixes, peak and background functions are available for histogram fits.

Version 1.1.3.13: fitting of only one parameters enabled for linear fits

Version 1.1.3.14: error calcualtion for filling histograms with weights include sum of weight**2

Version 1.1.3.15: contination lines enables in parameter file by endine line with "" or ",""

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