Making a Mannequin Card
Let’s get began! On this part, we’ll spotlight key steps to create a mannequin card. It’s also possible to observe alongside within the sample notebook, however that is not required.
Step one is to put in the Mannequin Card Toolkit. Merely use the Python bundle supervisor to put in the bundle in your surroundings:
pip set up model-card-toolkit.
To start making a mannequin card, you may must initialize the mannequin card, after which generate the mannequin card toolkit belongings. The scaffolding course of creates an asset listing, together with a mannequin card JSON file and a customizable mannequin card UI template. For those who occur to make use of ML Metadata Store, you may optionally initialize the toolkit together with your metadata retailer, to mechanically populate mannequin card properties and plots. On this article, we’ll reveal how you can manually populate that data.