Release notes¶
Version 10.13¶
Release date: 2020-10-22
Studio¶
Features¶
- User interface of models selection : Users choices regarding model selection in advanced options during the creation of a use case are now extended.
- FastText : First NLP treatments are coming in Prevision.io platform. Text roles features of a use case can now be optimized using NLP algorithm
- Image Detector use cases : migration to YoloV5 treatment allowing a better treatment for image detector use cases
- UX/UI improvements
Bug fixes¶
- Fix of a display issue regarding number format depending on user interface language
- Lack of some calculated feature grades
- F1 score calculation of a model is now based on the optimal threshold value
- Fix of graphical display regarding bivariate analysis
Store¶
Features¶
- Webapp and notebook versioning : creation of new version of an already existing web app and notebook
- Access to private GitLab repo : SSO connexion to GitLab
- Build and deploy logs are now available for webapps
- application list of allowed user is now editable
Bug fixes¶
- Some field were not typed producing errors when fulfill with wrong type of data
- fix regarding an issue affecting all user of an instance instead of the user selected
Version 10.9¶
Release date: 2020-08-20
- New Prevision.io Studio homepage
- New Prevision.io Studio help page
Version 10.8¶
Release date: 2020-08-06
- SDK: Add versioning & sharing methods
- Add embedded support in store and studio through Zendesk
Version 10.7¶
Release date: 2020-07-23
- Connectors for Google Cloud Platform Buckets and BigQuery
- Advanced analytics for time series datasets
- Public mode for app deployment in store
- Subdomain URL mode for app deployment in store
- Add the capability to define environment variables when deploying apps in stores
Version 10.6¶
Release date: 2020-07-09
- Various improvements for apps deployment in store
- Better handling of very large datasets (> 10k columns)
Version 10.5¶
Release date: 2020-06-25
- Optimizations & bug fixes
- Model and app deployment is now entirely located in the Prevision.io store
Version 10.4¶
Release date: 2020-06-11
- Detailed statistics and analyses for datasets accessible from the data page
Version 10.1¶
Release date: 2020-04-10
- Create a new usecase from an existing one
- Simple models updated in order to match classical model analytics
- R & Python packages updated + new packages availlable for development environment
Version 10.0¶
Release date: 2020-03-05
- New graph-based usecase training monitoring
- Update scheduler page
Version 9.7¶
Release date: 2020-02-20
- Update notebook page to include current CPU & RAM usage
- Update and relocate administration page (now in top-right menu)
- Access data explorer from data screen
Version 9.6¶
Release date: 2020-02-06
- Change and relocate main menu to top bar
- Start usecase from data screen
- Update contact page
Version 9.5¶
Release date: 2019-12-19
- Refactoring of the main dashboard screen
- Refactoring of the usecase screen, including new analytics
- R & Python packages updated to matchs usecase APIs
- Improved explain screen stability when simulating predictions
- Added support of object detection usecase with CPU only (might take some computing time)
- Feature quality estimation
Version 9.4¶
Release date: 2019-10-04
- Refactoring of the data screen
- R & Python packages updated to matchs data screen APIs
- Improved rules of detection of typical columns (ID, TARGET, FOLD, WEIGHT)
- Improved explain screen stability when values are missing
- Improved date columns parsing in a dataset that handles multiple time zones
- Faster prediction time retrival when listing a high number of predictions
- Creation of an open data base with accessible data for special days (holidays, public days, sales, …) and for weather data
Version 9.3¶
Release date: 2019-08-14
- Refactoring of the new use case screen
- R & Python packages updated to matchs new use case APIs
- Refactoring of Prevision.io APIs. Documentation available @ https://xxx.prevision.io/api/documentation (xxx = instance name)
- Creation of instance specific Prevision.io’s store, visible @ https://xxx.prevision.io/store (xxx = instance name)
- Optimisation of training time for gradient boosting trees models