Changelog

New APIs - AutoML Dataset Predictions, AutoML Real-time Predictions

AutoML Dataset Predictions

This API allows the creation and manipulation of machine learning models, and generation of predictions.

With AutoML Dataset Predictions you can:

  • GET/api/v1/automl-predictions/{predictionId}/coordinate-shap: Return a file containing the shapley values in coordinate form that are associated with a predictionId.
curl "https://your-tenant.us.qlikcloud.com/api/v1/automl-predictions/{predictionId}/coordinate-shap" \
 -H "Authorization: Bearer <API-key>"
  • POST/api/v1/automl-predictions/{predictionId}/jobs : Retrieve jobs that are associated with a prediction.
curl "https://your-tenant.us.qlikcloud.com/api/v1/automl-predictions/{predictionId}/jobs" \
 -X POST \
 -H "Authorization: Bearer <API-key>"
  • GET/api/v1/automl-predictions/{predictionId}/predictions: Return a file containing the predicted values that are associated with a predictionId.
curl "https://your-tenant.us.qlikcloud.com/api/v1/automl-predictions/{predictionId}/predictions" \
 -H "Authorization: Bearer <API-key>"

And more, see full API reference here

AutoML Real-time Predictions

With AutoML Real-time Predictions you can:

  • POST/api/v1/automl-deployments/{deploymentId}/realtime-predictions: Generate predictions in a synchronous request and response.
curl "https://your-tenant.us.qlikcloud.com/api/v1/automl-deployments/{deploymentId}/realtime-predictions" \
 -X POST \
 -H "Authorization: Bearer <API-key>" \
 -H "Content-type: application/json" \
 -d '{"schema":{"rows":[],"schema":[{"name":"string"}]}}'

See API reference here.