May 30, 2023

Published

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.

Test descriptions

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. 

Export documents

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.

Code samples

Bug fixes

ValidMind Platform (v1.0.19)

  • 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 OR Ctrl + F5
  • MacOS: ⌘ Cmd + Shift + R OR hold down ⌘ Cmd and click the Reload button

ValidMind Library

To upgrade the ValidMind Library:2

  1. In your Jupyter Notebook:

    • Using JupyterHub: Hard refresh your browser tab.
    • In your own developer environment: Restart your notebook.

  2. 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.