query_registry
Query sktime's registry to discover estimators, metrics, and capability tags. Filter by task, tags, or name to find specific tools.
Instructions
Discover sktime estimators, metrics, or capability tags. Common tags you can filter estimators by: 'capability:pred_int' (bool) - prediction intervals, 'capability:multivariate' (bool) - multivariate support, 'handles-missing-data' (bool) - NaN handling, 'scitype:y' (str) - target type ('univariate'/'multivariate'/'both'), 'requires-fh-in-fit' (bool) - needs forecast horizon at fit time. Set task='tag' (or 'tags') to query the full list of capability tags.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Filter by capability tags, e.g. {'capability:pred_int': true}. Ignored if task='tag'. | |
| task | No | Filter by scitype: forecaster, classifier, regressor, transformer, clusterer, detector, splitter, metric, param_est, aligner, network. Set to 'tag' or 'tags' to retrieve capability tags. | |
| limit | No | Maximum results (default: 50). Ignored if task='tag'. | |
| query | No | Search by name or description (substring, case-insensitive). Can be combined with task and tags filters. | |
| offset | No | Skip this many results for pagination (default: 0). Ignored if task='tag'. |