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Arthur

Download link for necessary files: Arthur files

In this example we will show you the following: how UbiOps and Arthur can integrate to create a professional deployed algorithm with state of the art monitoring.

This Notebook is based on the XGboost notebook. But it incorporates the monitoring platform Arthur.

How does it work?

Step 1: Login to your UbiOps account at https://app.ubiops.com/ and create an API token with project editor rights. To do so, click on Users & permissions in the navigation panel, and then click on API tokens. Click on create token to create a new token.

Creating an API token

Give your new token a name, save the token in safe place and assign the following role to the token: project editor. This role can be assigned on project level.

Step 2: Download the Arthur files folder and open arthur.ipynb. In the notebook you will find a space to enter your API token and the name of your project in UbiOps. Paste the saved API token in the notebook in the indicated spot and enter the name of the project in your UbiOps environment. This project name can be found in the top of your screen in the WebApp.

Step 3: Run the Jupyter notebook arthur and everything will be automatically deployed to your UbiOps environment! Afterwards you can explore the code in the notebook or explore the application in the WebApp.