Using applications (RealApps)

Using and understanding your ML model with Pyreal RealApps.

The full code for this and all other user guides can be found in our user guide tutorial.

Having created your RealApp per the Creating new applications guide, you can now use it to make predictions with and understand your ML model.

In this guide...

Predictions

Learn how to use RealApps to make ML model predictions on input data

Explanations

Learn how to get explanations of your ML model and its predictions

Visualization

Learn how to use Pyreal's visualize module to get plots and graphs of your explanations

Narrative explanations (using LLMs)

Extended guide on using Pyreal to get natural-language explanations using LLMs.