May 30, 2023
This release includes enhanced plots with the Plotly package within the ValidMind Library, as well as support for export of model documentation to Word documents from the ValidMind Platform.
Release highlights
ValidMind Library (v1.13.9)
Plots & visual outputs enhanced with Plotly
Plots and visual outputs have been enhanced with the Plotly package. Users can now view how values change when hovering over the following plots:
- Correlations matrix
- Population Stability Index
- Confusion matrices
- ROC curve
- PR curve
Support for global test config definitions
- Added support for global test config definitions.
- This allows you to share configuration and parameters across different tests.
ValidMind Platform (v1.0.19)
Export model documentation
- You can now export model documentation to Word documents from the platform.
- This feature enables you make use of model documentation or validation report files outside of the ValidMind Platform.
New time-series forecasting demo model
We added a new demo model that allows you to test the ValidMind Library with a time-series forecasting model.
Bugfixes
- Fixed the display alignment in certain pages of the UI.
- Fixed display issues related to Helvetica Neue font not available for Windows users.
- Fixed an issue preventing users to drag & drop image files directly in the online editor.
- Adjusted filters for the Inventory search box.
How to upgrade
ValidMind Platform
To access the latest version of the ValidMind Platform,1 hard refresh your browser tab:
- Windows:
Ctrl
+Shift
+R
ORCtrl
+F5
- MacOS:
⌘ Cmd
+Shift
+R
OR hold down⌘ Cmd
and click theReload
button
ValidMind Library
To upgrade the ValidMind Library:2
In your Jupyter Notebook:
Then within a code cell or your terminal, run:
%pip install --upgrade validmind
You may need to restart your kernel after running the upgrade package for changes to be applied.