How-to guides
How-to guides.
These example notebooks and how-to guides show how to solve specific tasks. You can also browse on GitHub.
| Topic | Question | Guide or example |
|---|---|---|
Input data | How to load data from different sources to pandas.Dataframes? | |
Input data | How to use column mapping? | |
Test and Reports | How to generate multiple Tests or Metrics quickly? (Test and Metric Generators). | |
Test and Reports | How to calculate drift in embeddings? | |
Test and Reports | How to run evaluations on raw text data? (Tests, Metrics and Presets that work with Text). | |
Test and Reports | How to use text descriptors in text-specific Metrics? | |
Test and Reports | How to use text descriptors in tabular Metrics and Tests? | |
Test and Reports | How to calculate metrics for ranking and recommender systems? | |
Test and Reports | How to import text data, convert to embeddings and detect drift? | |
Test and Reports | How to set Test criticality as "warning"? | |
Test and Reports | How to save and load Test Suites and Reports as JSON "snapshots"? | |
Test and Reports | How to export Report results to a dataframe? | |
Test and Reports | How to run calculations on Spark? | |
Customization | How to assign a particular method for Data Drift detection? | |
Customization | How to define a custom list of Missing Values? | |
Customization | How to add a custom Metric or Test from scratch)? | |
Customization | How to add a custom Metric as a Python function? | |
Visual render | How to add text comments to the Reports? | |
Visual render | How to specify a color scheme in Reports and Test Suites? | |
Visual render | How to get non-aggregated visuals in Reports? | |
Outputs | How to customize JSON output? | |
Outputs | How to get Report or Test Suite output in csv? |
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