OpenSCM-Calibration
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Calibration tools for simple climate models (and other things perhaps, surprise us with your applications).
Full documentation can be found at https://openscm-calibration.readthedocs.io/.
OpenSCM-Calibration supports multiple types of optimisation and fitting
Global optimisation
Local optimisation
Markov chain Monte Carlo
For more usage examples, checkout the notebooks.
Installation
OpenSCM-Calibration can be installed with conda or pip:
pip install openscm-calibration
conda install -c conda-forge openscm-calibration
Additional dependencies can be installed using
# To add plotting dependencies
pip install openscm-calibration[plots]
# To run the notebooks
pip install openscm-calibration[notebooks, plots]
# If you are installing with conda, we recommend
# installing the extras by hand because there is no stable
# solution yet (issue here: https://github.com/conda/conda/issues/7502)