MLflow Auth GUI (0.6.1)
Laures, Christophe; Esteban, Borja
1; Berberi, Lisana
1; Kozlov, Valentin
1
1 Scientific Computing Center (SCC), Karlsruher Institut für Technologie (KIT)
1; Berberi, Lisana
1; Kozlov, Valentin
11 Scientific Computing Center (SCC), Karlsruher Institut für Technologie (KIT)
Abstract:
This web application provides a Web GUI to the MLflow Authentication API
GUI provides:
- self-registration of users in MLflow
- self-registration service requires Authentication via a pre-configured OIDC Provider (e.g. EGI Check-In)
- one can limit users eligible for self-registration using REQUIRED_ENTITLEMENT
- created in the MLflow user name is the email address retrieved from the OIDC token (registered email)
- after the user is registered in MLflow, he/she can:
* update his/her MLflow password
* update permissions to his/her experiments
* update permissions to his/her registered models
* delete account
GUI provides:
- self-registration of users in MLflow
- self-registration service requires Authentication via a pre-configured OIDC Provider (e.g. EGI Check-In)
- one can limit users eligible for self-registration using REQUIRED_ENTITLEMENT
- created in the MLflow user name is the email address retrieved from the OIDC token (registered email)
- after the user is registered in MLflow, he/she can:
* update his/her MLflow password
* update permissions to his/her experiments
* update permissions to his/her registered models
* delete account
| Zugehörige Institution(en) am KIT | Scientific Computing Center (SCC) |
| Publikationstyp | Forschungsdaten |
| Publikationsmonat/-jahr | 02.2024 |
| Identifikator | KITopen-ID: 1000174333 |
| HGF-Programm | 46.21.02 (POF IV, LK 01) Cross-Domain ATMLs and Research Groups |
| Lizenz | Apache License 2.0 |
| Projektinformation | AI4EOSC (EU, EU 9. RP, 101058593) |
| Schlagwörter | mlflow, experiment tracking, web service |
| Art der Forschungsdaten | Software |