How to load data from different sources to pandas.Dataframes?
How to use column mapping?
How to generate multiple Tests or Metrics quickly? (Test and Metric Generators).
How to calculate drift in embeddings?
How to run evaluations on raw text data? (Tests, Metrics and Presets that work with Text).
How to use text descriptors in text-specific Metrics?
How to use text descriptors in tabular Metrics and Tests?
How to import text data, convert to embeddings and detect drift?
How to set Test criticality as "warning"?
How to save and load Test Suites and Reports as JSON "snapshots"?
How to assign a particular method for Data Drift detection?
How to define a custom list of Missing Values?
How to add a custom Metric or Test?
How to add text comments to the Reports?
How to specify a color scheme in Reports and Test Suites?
How to get non-aggregated visuals in Reports?
How to customize JSON output?
How to get Report or Test Suite output in csv?