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https://github.com/syedalimohsinbukhari/pymultifit

A library to fit fit the data with multiple fitters.
https://github.com/syedalimohsinbukhari/pymultifit

multivariate-analysis python3 scipy statistics

Last synced: 25 days ago
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A library to fit fit the data with multiple fitters.

Host: GitHub
URL: https://github.com/syedalimohsinbukhari/pymultifit
Owner: syedalimohsinbukhari
License: mit
Created: 2024-07-17T18:56:06.000Z (4 months ago)
Default Branch: main
Last Pushed: 2024-10-08T06:20:48.000Z (about 1 month ago)
Last Synced: 2024-10-14T01:20:57.109Z (25 days ago)
Topics: multivariate-analysis, python3, scipy, statistics
Language: Python
Homepage:
Size: 283 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 4
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # `pyMultiFit`

- [`pyMultiFit`](#pymultifit)

  - [What is `pymultifit`](#what-is-pymultifit)

  - [How to install](#how-to-install)

  - [Modules](#modules)

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

![GitHub-licence](https://img.shields.io/github/license/syedalimohsinbukhari/pymultifit?style=for-the-badge&color=darkblue)

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## 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,

- `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`

## Modules

The following modules are currently implemented in `pymultifit` library,

1. [`distributions`](https://github.com/syedalimohsinbukhari/pyMultiFit/tree/main/docs/distributions.md)

2. [`fitters`](https://github.com/syedalimohsinbukhari/pyMultiFit/tree/main/docs/fitters.md)

3. [`generators`](https://github.com/syedalimohsinbukhari/pyMultiFit/tree/main/docs/generators.md)