module testing.template_ml

Short summary

module lightmlrestapi.testing.template_ml

Template application for a machine learning model available through a REST API.

source on GitHub

Functions

function

truncated documentation

restapi_load

Loads the model. The model name is relative to this file. When call by a REST API, the default value is always used. …

restapi_predict

Computes the prediction for model clf.

restapi_version

Displays a version.

Documentation

Template application for a machine learning model available through a REST API.

source on GitHub

lightmlrestapi.testing.template_ml.restapi_load(files={'model': 'iris2.pkl'})

Loads the model. The model name is relative to this file. When call by a REST API, the default value is always used.

source on GitHub

lightmlrestapi.testing.template_ml.restapi_predict(model, X)

Computes the prediction for model clf.

Parameters:

  • model – pipeline following scikit-learn API

  • X – inputs

Returns:

output of predict_proba

source on GitHub

lightmlrestapi.testing.template_ml.restapi_version()

Displays a version.

source on GitHub