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Non-Linear Least-Squares Minimization and Curve-Fitting for Python FAQ Support Develop

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Fit with Data in a pandas DataFrame

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Examples for LMfit-py¶

Here you can find some examples.

Fit with Data in a pandas DataFrame

Fit with Data in a pandas DataFrame¶

Using an ExpressionModel

Using an ExpressionModel¶

Fit Using Inequality Constraint

Fit Using Inequality Constraint¶

Fit Using differential_evolution Algorithm

Fit Using differential_evolution Algorithm¶

Fit Using Bounds

Fit Using Bounds¶

Fit Specifying Different Reduce Function

Fit Specifying Different Reduce Function¶

Fit with Algebraic Constraint

Fit with Algebraic Constraint¶

Fit Multiple Data Sets

Fit Multiple Data Sets¶

Fit Specifying a Function to Compute the Jacobian

Fit Specifying a Function to Compute the Jacobian¶

Fit using the Model interface

Fit using the Model interface¶

Outlier detection via leave-one-out

Outlier detection via leave-one-out¶

Calculate Confidence Intervals

Calculate Confidence Intervals¶

Complex Resonator Model

Complex Resonator Model¶

Model Selection using lmfit and emcee

Model Selection using lmfit and emcee¶

Global minimization using the ``brute`` method (a.k.a. grid search)

Global minimization using the brute method (a.k.a. grid search)¶

Download all examples in Python source code: examples_python.zip

Download all examples in Jupyter notebooks: examples_jupyter.zip

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Navigation

  • index
  • next |
  • previous |
  • [intro|
  • parameters|
  • minimize|
  • model|
  • built-in models|
  • confidence intervals|
  • bounds|
  • constraints|
  • Examples for LMfit-py
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