> For the complete documentation index, see [llms.txt](https://medomicslab.gitbook.io/medomics-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://medomicslab.gitbook.io/medomics-docs/tutorials.md). # 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 This documentation is published with GitBook. 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