integrating diff code into the data objects more seamlessly; some minor comment editing in the collocation module

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Unsigned ints are upcast to higher precision signed ints before computing diff, to avoid possible overflow

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added method to calculate original indexes in non flattened case based on flat index and original shape; altered report to show subgroupings and image generation to put bin/tuple images into subgroupings by bin; fixed case number on the line plots

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corrected magnitude direction to UV vector formula; added code to support bin tuple visualizations for complex data (first draft); stubbed in methods for attribute modification and variable creation in file types other than .nc

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corrected loading of h5 missing values; fixed info variable selection crash; invalid pts much more accurately detected and ignored during colocation; set up to plot vector data using config file settings; fixed remote file access for colocation copies

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added code to support data colocation and creation of modified files including colocated data; added support for a filter based on another variable data set (for example filtering winds on QI); quite a bit of refactoring to clean up code and handle longitude/latitude edge cases

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added foundation work for vector data plotting (using quiver); added more work on ipopp visualization; major refactoring of plotting code to simplify and reorganize

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updated h5 loading to figure out variable names in files correctly; also corrected issue with fill value for diffing data that is integer typed

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changed version number; refactored delta.diff to correct ignore mask interaction bug and also returned more comprehensive data to simplify other code; added more stats for min/max values from both data sets; documented investigation of connic projection plotting issues; _create_mapped_figure now finds it's own bounding axes; fix data existance mismatch bug on trouble plot; added filtering functions for lon/lat and var data; added range display control for plots; cut back on process prolifferation to (hopefully) limit how often I cause systems to thrash wildly with large data sets; also smaller bug fixes

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added ability to have alternate name for variables and lat/lon for each file compared using the config file

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reorganized statistics display and added several additional statistics, also added descriptions to doc dictionary

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More tweaks to the report data format and addition of configuration files for input of run parameters

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