spac.transformations.apply_per_batch(data, annotation, method, **kwargs)

Apply a given function to data per batch, with additional parameters.

Parameters:

• data (np.ndarray) – The data to transform.

• annotation (np.ndarray) – Batch annotations for each row in the data.

• method (str) – The function to apply to each batch. Options: ‘arcsinh_transformation’ or ‘normalize_features’.

• kwargs – Additional parameters to pass to the function.

Returns:

The transformed data.

Return type:

np.ndarray