# Development

- [Learning Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module.md): This is where the magic happens 🧙🪄
- [Initialization](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/initialization.md): This page covers everything you need to know about the Initialization Box and the nodes you can use inside it.
- [Training](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/training.md): This page covers everything you need to know about the Training Box and the nodes you can use inside it.
- [Analysis](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/analysis.md): This page explains the Analysis Box functionality, including the Analysis Mode, and how it enables comprehensive model performance evaluation through detailed metrics and diagnostic tools.
- [medmodel](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/medmodel.md)
- [Experimental Scene](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/experimental-scene.md): This page covers everything you need to know about the experimental scene and how it can be used as an initial testing environment.
- [DO'S & DON'TS](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/learning-module/dos-and-donts.md): Here you will find a comprehensive guide to recommended best practices and common pitfalls to avoid, ensuring optimal performance and reliable execution within the learning module.
- [Evaluation Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/evaluation-module.md)
- [Federated Learning Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module.md)
- [Overview](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/overview.md)
- [Configure database](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/configure-database.md)
- [Create pipelines](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/create-pipelines.md)
- [Pipeline results](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/pipeline-results.md)
- [Hyperparameters optimization](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/hyperparameters-optimization.md)
- [Merge results](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/merge-results.md)
- [Crash tutorial](https://medomicslab.gitbook.io/medomics-docs/tutorials/development/federated-learning-module/crash-tutorial.md)


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://medomicslab.gitbook.io/medomics-docs/tutorials/development.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
