This repository contains un-official Azure Machine Learning components to use in AzureML pipelines. The components contain a variety of functionalities to improve the current capabilities.
The following components are available.
| Category | Module name | Description |
|---|---|---|
| Scoring & Evaluation | Evaluate model | Performs the model evaluation of a given model and optionally it is compared against another model. |
| Scoring & Evaluation | Promote evaluation results | Promotes a given evaluation results to the pipeline run. Optionally, it can also promote all the tracking of the nodes in the pipeline. |
The components in this reposity runs on the environment components-base-py38. You can create the environment with the AzureML CLI:
az ml environment create -f environments/components-base-py38.ymlYou can install this modules using the AzureML CLI or AzureML studio.
cd <component folder>
az ml component create -f component.yml