iqm.benchmarks.randomized_benchmarking.multi_lmfit

Lmfit for multiple datasets.

Generalized and extended version of the shown example in the lmfit documentation: https://lmfit.github.io/lmfit-py/examples/example_fit_multi_datasets.html#sphx-glr-examples-example-fit-multi-datasets-py

Functions

create_multi_dataset_params(func, data[, ...])	Generates lmfit Parameter object with parameters for each line to fit.
eval_func_single_dataset(func, params, i, x)	Returns the evaluation of the fit function for a single dataset.
get_param_names_from_func_signature(func)	Gets the function parameter names from its signature.
multi_dataset_residual(params, x, data, func)	Calculate total residual for fits of func to several data sets.