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Onyxia is a web app that aims at being the glue between multiple open source backend technologies to provide a state of art working environment for data scientists. Onyxia is developed by the French National institute of statistics and economic studies ([INSEE](https://insee.fr)) and supported by the Interministerial Digital Directorate (DINUM, [CodeGouvFr](https://twitter.com/codegouvfr)). image **Core feature set**: - [An interface for helm charts](https://datalab.sspcloud.fr/catalog/inseefrlab-helm-charts-datascience) (e.g: [Jupyter](https://jupyter.org), [RStudio](https://www.rstudio.com)) on demand on a [Kubernetes](https://kubernetes.io) cluster. The catalog of available images is not part of the app, you can create your own. ([here](https://github.com/inseefrlab/helm-charts-datascience) is the catalog we build for the institute's needs.) - Users can define [the amount of RAM, CPU and **GPU** they would like to allocate](https://user-images.githubusercontent.com/6702424/137818454-3fdb3efb-1fbd-4e4d-85b1-64b00d8af03e.png) to their containers. - Specify [a custom init script](https://user-images.githubusercontent.com/6702424/137819445-a9dfd053-a5f1-48da-a294-f20717512ef5.png) to be executed at launch. - [Define environment variables](https://user-images.githubusercontent.com/6702424/137819689-71e59823-a553-4c3c-8558-2576316e4709.png) to be made available in the containers. - [Save and restore your service configurations](https://user-images.githubusercontent.com/6702424/137819972-b9974760-4647-43ff-b985-f3facfce99de.png). - Deep integration with S3 for working with data (S3 as the open standard, not the AWS service) and with [Vault](https://www.vaultproject.io) (for [secret management](https://user-images.githubusercontent.com/6702424/137820741-bed9ee77-124a-46f6-b686-8b8dff1615bd.png)). - [Keycloak integration](https://user-images.githubusercontent.com/6702424/137821446-ed908862-69e3-464c-b347-bd8776a425cc.png). ## Conference talks

KubeCon NA 2025 - UN's Keynote

New Technologies For Statistics 2025

Offentlig PaaS

PyData Paris 2024

Devoxx France 2023

KCD France 2023

Open Source Experience 2022

OW2Con'23

Energy Data Hack

Article d'acteurs publics

Les Entrepreuneurs d'intérêt général - Découvrir le programme

## Contributing If your are a new contributor, please refer to the [technical documentation](https://docs.onyxia.sh/contributors-doc). 📣 **Monthly Onyxia Community Calls!** 📣 Starting November 2023, we're thrilled to introduce community calls on the last Friday of every month at 1pm Paris time. This is your chance to engage, ask questions, and stay updated on the newest Onyxia advancements. Don't forget to set a reminder! 📅🕐