# Tutorials - [Design](https://medomicslab.gitbook.io/medomics-docs/tutorials/design.md) - [Extraction Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/extraction-modules.md) - [Image Extraction Page](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/extraction-modules/image-extraction-page.md): The image extraction page takes JPG images as input and extracts embeddings using a selected model. - [Text Extraction Page](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/extraction-modules/text-extraction-page.md): The text extraction page takes a CSV file containing text notes as input and extracts embeddings using a selected model. - [Time Series Extraction Page](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/extraction-modules/time-series-extraction-page.md): The time series extraction page takes a CSV file containing time series as input and extracts embeddings using a selected model. - [MEDimage](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/extraction-modules/medimage.md) - [Input Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/input-module.md): The Input module consolidates all the tools necessary for preprocessing tabular data. - [Feature Reduction Tool](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/input-module/feature-reduction-tool.md) - [MEDprofiles](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/input-module/medprofiles.md): This component of the input module includes all the necessary tools to enter the MEDprofiles process. - [MEDprofiles Viewer](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/input-module/medprofiles/medprofiles-viewer.md): The MEDprofiles figure may be open through the MEDprofiles Accordion in the Input Module, as 'MEDprofiles Viewer'. - [Exploratory Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/design/exploratory-module.md) - [Development](https://medomicslab.gitbook.io/medomics-docs/tutorials/development.md) - [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) - [Deployment](https://medomicslab.gitbook.io/medomics-docs/tutorials/deployment.md) - [Application Module](https://medomicslab.gitbook.io/medomics-docs/tutorials/deployment/application-module.md) - [Superset](https://medomicslab.gitbook.io/medomics-docs/tutorials/superset.md) - [Superset Features](https://medomicslab.gitbook.io/medomics-docs/tutorials/superset/superset-features.md): This page goes through all the superset features and provides information on how to use them. - [Remote MEDomics](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics.md): A recently implemented feature of MEDomics allowing it to connect to a remote workspace, hosted on a server. - [Connection Tutorial](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics/connection-tutorial.md): This page decribes how to connect to a remote workspace using the MEDomics client app. - [Development](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics/development.md): This section describes where to find the different components for development of the remote version of the MEDomics Platform. - [Frontend - Client](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics/development/frontend-client.md): A list of the edited and created files to allow the client to connect to the backend. - [Backend - Server](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics/development/backend-server.md): A run-down of the files and tools used in the backend part of the new remote-capable architecture. - [Express Request Endpoints](https://medomicslab.gitbook.io/medomics-docs/tutorials/remote-medomics/development/backend-server/express-request-endpoints.md): A list of currently useable endpoints to send requests to the backend server. - [Miscellaneous](https://medomicslab.gitbook.io/medomics-docs/tutorials/miscellaneous.md) --- # 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.md?ask= ``` 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.