Verif

Latest version: v1.3.0

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1.3.0

New metrics/diagrams
--------------------
- ``-m nncsec`` to show the normalized Nash-Sutcliffe efficiency coefficient
- ``-m kge`` to show the Kling-Gupta efficiency index
- ``-m murphy`` to show the Murphy diagram
- ``-m bcdecomp`` to show a Brier score decomposition diagram

Bug fixes
-------------
- Fixed bug in ``-m quantilescore``
- Fixed bug in labeling of points in ROC curves (thanks to Jan Verkade)
- Fixed bug in axis labeling in ``-m bsrel`` (thanks to Jan Verkade)

1.2.1

- Fixed bug in labels in Roc diagram
- Fixed window manager run-time error for certain matplotlib versions

1.2.0

New features
------------
- Uses cartopy instead of matplotlib Basemap for map generation. Basemap is deprecated and not developed anymore.

Changes to command-line options
-------------------------------
- ``-proj`` is no longer supported

New metrics/diagrams
--------------------
- ``-m spread`` to show the spread between two quantiles

1.1.3

Fixes a few runtime errors for python3

1.1.1

Fixed runtime error in -m fss

1.1.0

New features
------------
- Support for reading OpenDAP files, meaning that verif can read files directly from a remote server supporting OpenDAP (for example `thredds <https://www.unidata.ucar.edu/software/thredds/current/tds/>`_).
- Read arbitrary fields (such as pre-computed CRPS) from file
- Added axes: ``-x leadtimeday``, ``-x timeofday``, ``-x dayofyear``, ``-x monthofyear``, ``-x dayofmonth``, ``-x day``
- Added ``-a`` to annotate graphs (put text next to each data point)
- Added ``-x obs`` and ``-x fcst`` to plot scores as a function of observed or forecasted value
- Allow subsetting of forecasts initialized at certain times of the day (``-tod``)
- Added ``-type rank``, ``-type impact``, and ``-type mapimpact``
- Added ``-obsrange`` to subset based on observed values
- Accept vector input for ``-ms`` and ``-lw``
- Added python 3.7 support (thanks to `tommz9 <https://github.com/tommz9>`_)

Changes to command-line options
-------------------------------
- ``-ls`` no longer accepts marker specification, e.g. o-. Markers must be specified separately using -ma (e.g. ``-ls - -ma o``).

New metrics/diagrams
--------------------
- ``-m bssrel`` Brier skill score, reliability component
- ``-m bssres`` Brier skill score, resolution component
- ``-m autocorr`` to show autocorrelation of error in space or time
- ``-m diff`` to show difference in aggregated statistics
- ``-m fss`` to show fractions skill score
- ``-m pithistslope`` to show slope of the pit histogram
- ``-m pithistshape`` to show the shape of the pit histogram (e.g. U-shape)
- ``-m ratio`` to show ratio of aggregated statistics

Changes to metrics
------------------
- Renamed ``-m pitdev`` to ``-m pithistdev``

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