# MEDfl review

MEDfl consists of two complementary components:

* **MEDfl Python package** — available on PyPI and designed for developers and researchers.
* **MEDfl Application** — a graphical interface that integrates the Python package to simplify the creation and execution of federated learning experiments.

The objective of this review is to evaluate both components in two execution modes:

* **Simulation mode** (controlled environment)
* **Real-world mode** (distributed execution across multiple machines)

Through this process, we validate functionality, integration, stability, and usability across the entire MEDfl ecosystem.

## MEDfl Official Resources

To ensure transparency, reproducibility, and accessibility, MEDfl is available through the following official resources:

* [🌐 **Official Website**](https://medfl.vercel.app/)

<figure><picture><source srcset="/files/EkEbebY9tbsZIqLnQ5kB" media="(prefers-color-scheme: dark)"><img src="/files/S7CSIKXVcZx9IxOofqb0" alt=""></picture><figcaption></figcaption></figure>

* [📦 **PyPI Package Page**](https://pypi.org/project/medfl/)

<figure><img src="/files/0azH0wFhvyAOm8bBxsiC" alt=""><figcaption></figcaption></figure>

* [💻 **GitHub Repository**](https://github.com/MEDomicsLab/MEDfl)

<figure><img src="/files/cPSD1xiBVqs8k5kD9WJK" alt=""><figcaption></figcaption></figure>

* [📚 Package Documentation](https://medfl.readthedocs.io/en/latest/)

<figure><img src="/files/nshWTzftmAij28w0t6mF" alt=""><figcaption></figcaption></figure>

## Getting Started

To get started with the review, select the execution mode you want to test and follow the corresponding steps.

The review is organized into two main modes:

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td><blockquote><p><a href="/pages/QUpmkF29ss95ix8SxI0t"><em><mark style="color:$success;"><strong>MEDfl package</strong></mark></em></a></p></blockquote></td><td><a href="/files/niJsEpZOfp8pYFx4ty5z">/files/niJsEpZOfp8pYFx4ty5z</a></td></tr><tr><td><blockquote><p><a href="/pages/GOeNcBk5GozVSpKphlY1"><em><mark style="color:yellow;"><strong>MEDfl application</strong></mark></em></a></p></blockquote></td><td><a href="/files/e0DXQmH74LLf8VELiHDg">/files/e0DXQmH74LLf8VELiHDg</a></td></tr></tbody></table>


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