Define Prediction Functions
Explore how to define prediction functions in Gradio that take user inputs, preprocess data, and generate predictions with trained models. This lesson guides you through writing Python functions to handle various input types, one-hot encode features, and format data for model inference, enabling interactive machine learning applications.
We'll cover the following...
We'll cover the following...
Modeling application: Inferences with user set values
In this lesson, we are going to add a prediction function. This function will take in the various inputs set by the user based on the interactions with the various Gradio components, and reshape it into a format that can be fed into the model to generate an inference.
This is not different from any function that we might write to make ...