fitterpp: Simplified Parameter Fitting With Advanced Capabilities

fitterpp (pronounced "fitter plus plus") extends the capabilities of lmfit in several ways:

1. simplifies parameter fitting by automating the calculation of residuals;

2. ensures that the parameters reported have the smallest residual sum of squares;

3. provides for running several fitting algorithm in succession;

4. reports statistics on the runtime and quality of parameter fits.

For more details, see readthedocs.

Version History

• 0.0.8
  • Automatic calculation of the version from pyproject.toml
• 0.0.7
  • Fix pyproject.toml
• 0.0.6
  • Fix pyproject.toml
• 0.0.4
  • Migrated setup to pyproject.toml
• 0.0.3
  • dictToParameter can set initial value to random in [min, max]
  • method_names can be strings or a FitterppMethod
  • latin cube index to compute across a latin cube
• 0.0.2 7/22/2022. User function must be self-describing, optionally returning a dataframe
• 0.0.1 7/19/2022. First release.