This video focuses on using key Taipy Core entities to build a multi-scenario pipeline-driven application. We introduce the key Taipy Core entities, data nodes, tasks, pipelines, and scenarios and show how they work together to manage a complex data-driven application.

This demo is built on a dataset of features and prices of diamonds. Two machine learning models are run to predict prices based on subsets of the features

The user can create multiple scenarios by selecting features to exclude from consideration using a front end built using Taipy GUI.

This video’s complete code and assets can be downloaded via Taipy’s Gallery page.
You can find the dataset from the project folder under src/data/folder. If you have any questions, please file an issue on our Github repository.