Comet is an experimentation platform for tracking and testing machine-learning models. It also combines experiment results, data stories, and reports in one workflow. section 11.5
Use Comet when an Altair data story belongs to a broader data-science project involving model experimentation and evaluation. Python support lets you continue working in Python while publishing reports. section 11.5 section 11.8
A typical Comet publishing workflow is:
- Create a project configured for experiment tracking. section 11.5
- Create a report and add a new panel. section 11.5
- Choose Python or JavaScript, add Vega, Vega-Lite, and Vega-Embed resources, and render the chart in the panel. section 11.5
Embedding an interactive chart
A slider.html visualization can become a Comet report panel. The panel loads Vega, Vega-Lite, and Vega-Embed, targets the vis element, and renders the chart specification interactively. section 11.5
