A library to fit data with multiple fitters.

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  • Tags fitting , multi-modal , gaussian , lognormal , skew , curve fitting , scipy
  • Requires: Python >=3.9
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Project description

pyMultiFit

A python multi-fit library for fitting the data with multiple X fitters.

GitHub Release PyPI - Python Version GitHub-licence GiHub-CodeCoverage Project Status DOI pyOpenSci Peer-Reviewed status GitHub top language GitHub contributors Github Issues GitHub OPEN PRs GitHub CLOSED PRs

What is pymultifit

pymultifit is a library made specifically to tackle one problem, fit the data with multiple fitters.

Fitter implementations include,

  • Gaussian fitter,
  • SkewedNormal fitter,
  • LogNormal fitter,
  • Exponential fitter,
  • Laplace fitter, and more.

Additionally, it provides capabilities to generated n-modal data as well through its generators module. Along with this, the user can also generate probability distribution data using distributions module.

How to install

Using pip: pip install pymultifit

Documentation

The documentation can be found on readthedocs

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Avatar for syedalimohsinbukhari from gravatar.com syedalimohsinbukhari
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  • Tags fitting , multi-modal , gaussian , lognormal , skew , curve fitting , scipy
  • Requires: Python >=3.9
  • Provides-Extra: dev
Classifiers

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