Arvest's open RESTful API allows you to integrate Arvest into complex machine learning workflows. Consult the full swagger documentation here, and the developer manual here.

We also provide a python package which allows you to easily integrate the API in your python scripts.

To help you in your machine learning journey, we are also in the process of building a collection of Machine Learning Notebooks which will take you through a number of typical digital humanities computational workflows. Going through these notebook, you will learn how to implement a large number of computational techniques, as well as how to integrate Arvest and IIIF into your workflows.