pyDARTLAB

pyDARTLAB is a Python version of DART_LAB, the interactive ensemble data assimilation tutorial distributed with the Data Assimilation Research Testbed (DART). The MATLAB tools and slide decks become a Python package plus Jupyter notebooks, so the whole tutorial can be done in a notebook.

The package has three layers:

• pydartlab.algorithms, pydartlab.models, pydartlab.stats – GUI-free computational routines ported from DART/guide/DART_LAB/matlab/private.

• pydartlab.experiments – scriptable cycling DA experiments.

• pydartlab.apps – the interactive tools, one per MATLAB DART_LAB app, for use in Jupyter with %matplotlib widget.

Note

The MATLAB version of DART_LAB remains available through DART.

Contributing

Contributions are welcome! If you have a feature request, bug report, or a suggestion, please open an issue on our GitHub repository.

License

pyDARTLAB is released under the Apache License 2.0. For more details, see the LICENSE file in the root directory of this source tree or visit Apache License 2.0.