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# Computation times

02:03.583 total execution time for examples files:

Global minimization using the brute method (a.k.a. grid search) (`example_brute.py`) | 01:14.427 | 0.0 MB
Calculate Confidence Intervals (`example_confidence_interval.py`) | 00:39.226 | 0.0 MB
Fit Two Dimensional Peaks (`example_two_dimensional_peak.py`) | 00:03.707 | 0.0 MB
Outlier detection via leave-one-out (`example_detect_outliers.py`) | 00:01.764 | 0.0 MB
Building a lmfit model with SymPy (`example_sympy.py`) | 00:01.188 | 0.0 MB
Fit Using differential_evolution Algorithm (`example_diffev.py`) | 00:00.661 | 0.0 MB
Complex Resonator Model (`example_complex_resonator_model.py`) | 00:00.451 | 0.0 MB
Fit using the Model interface (`example_Model_interface.py`) | 00:00.430 | 0.0 MB
Fit Multiple Data Sets (`example_fit_multi_datasets.py`) | 00:00.272 | 0.0 MB
Fit Specifying Different Reduce Function (`example_reduce_fcn.py`) | 00:00.267 | 0.0 MB
Fit with Data in a pandas DataFrame (`example_use_pandas.py`) | 00:00.261 | 0.0 MB
Fit with Algebraic Constraint (`example_fit_with_algebraic_constraint.py`) | 00:00.211 | 0.0 MB
Fit Using Inequality Constraint (`example_fit_with_inequality.py`) | 00:00.199 | 0.0 MB
Using an ExpressionModel (`example_expression_model.py`) | 00:00.184 | 0.0 MB
Fit Using Bounds (`example_fit_with_bounds.py`) | 00:00.176 | 0.0 MB
Fit Specifying a Function to Compute the Jacobian (`example_fit_with_derivfunc.py`) | 00:00.159 | 0.0 MB
Model Selection using lmfit and emcee (`lmfit_emcee_model_selection.py`) | 00:00.000 | 0.0 MB