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lines changed Original file line number Diff line number Diff line change @@ -36,14 +36,14 @@ an example of specifying a built-in dataset for training.
3636
3737Prepare the data
3838----------------
39- To support reusablility , Hyrax encourages the separation of datasets and models.
39+ To support reusability , Hyrax encourages the separation of datasets and models.
4040i.e. the form of the data provided by a dataset class should not be customized for a
4141specific model, nor should a model architecture be hardcoded to a specific dataset.
4242
4343In order to convert the content of a dataset into a form that is suitable for a model,
4444Hyrax requires a user-defined function that will prepare the data for the model.
4545
46- As a contrived example, consider a dataset where each data point is a composed of
46+ As a contrived example, consider a dataset where each data point is composed of
4747three 2d arrays: "science", "mask", and "variance".
4848To be flexible, the dataset class that provides data from disk would return each
4949array individually.
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