1.22.0

Added

• Tabular classification support.
• Tabular regression support.
• The ability to select prediction and training columns on Data upload.
• The ability to select prediction and training columns on Experiment creation for tabular classification.
• Model testing using live prediction for lightweight Models.
• Excel file support.
• An ID column to the Trained Models page in Projects.
• Tooltips for some metrics on the Model Evaluation page.
• Narrowing Data columns with types: text, number, and decimal.
• User settings for selecting which notifications to receive.
• Configuration for which notifications to receive.
• Warnings when a model was not trained on enough samples to provide prediction text quality scores.

Changed

• Replaced example format files with representative datasets in Data upload.
• Replaced instances of 'infer' with 'predict'.
• Better formatting of parsing duration in Data Version Information tab.
• Thinner progress lines in small gauges.

Fixed

• An issue where the languages tag was wrongly populated in projects.
• An issue where adding augmentation settings to single Experiment creation broke training.
• An issue where boolean and text choice fields could not be changed in Experiment creation.
• An issue where advanced settings could not be changed in Experiment creation.
• An issue where the edit button did nothing in Associated Data and Models.
• An issue where many table columns had inconsistent widths or overflowing text.
• An issue where visiting the Experiments tab in a Project showed an error notification.
• An issue where upon visiting a Model page, it could show the wrong model.
• An issue where you could not create an Experiment after switching model types.
• An issue where the delete Project button did not show why it was disabled.
• An issue where copying an Experiment did not copy all model setting correctly.
• An issue where the value for support in Model Evaluation Model performance was always 100.
• An issue where switching between Data Versions would not update the information on all tabs.
• An issue where exporting from an Annotation Project to an existing Datum did not increase the version number.
• An issue where files with illegal characters in the name could be uploaded, causing errors later on.