Main new developments
Auto Refresh toggle
- When editing a step in a notebook, all subsequent steps are automatically rerun with the Auto Refresh feature. For example, you could edit a Tabular Loader to include more training data in your notebook - this will automatically retrain any models in the notebook, saving you the time to rebuild a new data processing/modelling pipeline.
- We've received feedback, however, that when editing multiple post-processing steps in a long notebook, Auto Refresh can provide a jarring experience as it reruns subsequent steps before you might be finished editing pre-processing steps.
- A new toggle is accessible at the top of your notebooks, to temporarily disable Auto Refresh for those situations.
Faster processing of large datasets
We've implemented distributed data processing to speed up operations on datasets containing millions of rows.
Both the speed at which the user options appear after selecting your data in a manipulator, and the speed of the actual manipulation are now increased for the following steps: Tabular Loader, Filer Numeric, Filter Category, Append, Head. We plan to expand this capability to more manipulator in the following releases.
Other improvements
- New landing page for unsupported browsers such as Safari and Opera.
- Customisable names for columns created from the Time Series Feature Extraction manipulator.
- Improved search capability for the raw data files within the 'Add/Edit datasets' menu in Loaders.
- Fix - progress bar was displaying wrong information for Encode.
- Fix - 2D Point Plot wasn't displaying correct colours when selection categorical variables.
- Other bug fixes
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