xarray.DataArray.parallel_fit

DataArray.parallel_fit(self, dim, model, **kwargs)[source]

Fit the specified model to the data along the given dimension.

Deprecated since version 3.14.1: Use xarray.DataArray.xlm.modelfit() with dask instead.

Parameters:

  • dim (str) – The name of the dimension along which to fit the model. Note that this is the dimension along which the model will be parallelized over, not the independent dimension(s) of the model.

  • model (lmfit.Model) – The model to fit.

  • **kwargs (dict) – Additional keyword arguments to be passed to xarray.Dataset.xlm.modelfit().

Returns:

curvefit_results (xarray.Dataset) – The dataset containing the results of the fit. See xarray.DataArray.xlm.modelfit() for details.