FEDn Studio 0.9.0
The latest update to Fedn Studio introduces significant changes to its user interface, aimed at improving the user experience, especially in federated learning sections. Key features include a compute-package registry for users to upload and choose packages for training sessions, a new step-by-step interface to guide users through session setup, a dedicated model and session page for a clearer view of training outcomes, and enhanced event page filtering for better readability.
- Generate Session ID if Not Set by User: Implemented functionality to automatically generate a session ID if not provided by the user.
- Validation and Messages for Package Form: Enhanced the validation checks and error messages for the package form in the studio, ensuring better input handling.
- Add Feature Flags: Introduced feature flags, allowing users to enable or disable specific functionalities within the application.
- Make Project Name More Visible: Improved the visibility of the active project name in the studio interface for a better user experience.
- Session IDs Should Not Contain White Space: Implemented validation to ensure that session IDs do not contain white space for consistency.
- Add Support for JWT Authentication for Clients and REST: Integrated support for JSON Web Token (JWT) authentication for clients and REST API for enhanced security.
- Add Compute Package Registry: Introduced a compute package registry, providing a centralized system for managing and storing computational packages.
- Download Model from Studio UI: Added functionality to allow users to download models directly from the studio's user interface.
- Filter Functionality for Events: Implemented a filtering mechanism for events, enabling users to focus on specific events within the studio.
- Display Dates Formatted: Improved the display of dates in the studio by formatting them for better readability and understanding.
- Display Model Trail in Studio: Introduced the display of model trails in the studio interface, enhancing the tracking of model development.
- Download Metrics of Models as a CSV File (Model): Added the ability for users to download metrics of models in CSV file format.
- Add Helper Choice Numpy and Android: Included helper choices for Numpy and Android, assisting users in their development processes.
- Fedn v0.8: Integrated Fedn v0.8 into the studio application for utilizing the latest features and improvements.
- When No Clients Are Connected to Combiner, It Should Say So in the UI: Resolved the issue where the absence of connected clients to the combiner was not appropriately communicated.
For more information on how to get started, please visit the documentation: