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https://github.com/fatiando/magali

Modeling and inversion of magnetic microscopy data 🧲🔬
https://github.com/fatiando/magali

earth-science fatiando-a-terra geophysics magnetic-field microscopy paleomagnetism python science

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Modeling and inversion of magnetic microscopy data 🧲🔬

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Magali

Modeling and inversion of magnetic microscopy data


Documentation (latest) •
Documentation (main branch) •
Contributing •
Contact


Part of the Fatiando a Terra project


Latest version on PyPI
Latest version on conda-forge
Test coverage status
Compatible Python versions.

## About

**Magali** is a Python library for modeling and processing magnetic microscopy
data. It is able to perform data transformation, automatically identify
particles in imagery, and perform inversions for magnetic dipole moments.

> **Why this name?** Magali is one of the main characters in a [beloved
> Brazilian comic strip](https://en.wikipedia.org/wiki/Monica_and_Friends) who
> is always eating watermelons. It also sounds a bit "magnetic" and we thought
> the logo looked cool.

## Project goals

* Implement forward modeling and inversion specific for magnetic microscopy,
using adequate units and data conventions.
* Allow the automatic determination of the magnetic moments of thousands of
particles.
* Provide a basis for development of novel methodologies that can unlock the
potential of these new data.
* Make available tools for synthetic data simulation to test methods and drive
hardware development.

## Project status

**Magali is in early stages of development.** We're still figuring out what the
best approach, API, and methods will be. Expect breaking changes on new
releases as we work towards a more stable future release.

**We welcome feedback and ideas!** This is a great time to bring new ideas on
how we can improve the project.
[Join the conversation](https://www.fatiando.org/contact) or submit
[issues on GitHub](https://github.com/fatiando/magali/issues).

## License

This is free software: you can redistribute it and/or modify it under the terms
of the **BSD 3-clause License**. A copy of this license is provided in
[`LICENSE.txt`](https://github.com/fatiando/magali/blob/main/LICENSE.txt).