Providing Data - Level 3

Directory-based vs. Percentage-based dataset splits

When we don’t provide a model_inputs.validate key, then we’ll use the dataset defined in train and the percentages defined in data_set.train_size, data_set.validate_size and data_set.test_size to define percentage or absolute number splits.

Defining what data to use for inference

Introduce model_inputs.infer as the way to define what data is provided to the model during inference.

Requesting multi-modal data

In this notebook we’ll see how to request data from multiple data sources using multiple HyraxDatasets.

To do so we’ll start with model_inputs data request.