Rename the method according to #43 (comment)

mlpp_lib/datasets.py

@@ -19,7 +19,7 @@ class DataModule:
     """A class to encapsulate everything involved in mlpp data processing.
 
     1. Take xarray objects or load and select variables from `.zarr` archives.
-    2. Filter, split, standardize.
+    2. Filter, split, normalize.
     3. Load into mlpp `Dataset`
     4. Reshape/mask as needed.
     5. Serve the `Dataset` or wrap it inside a `DataLoader`
@@ -100,7 +100,7 @@ def setup(self, stage=None):
         if self.filter is not None:
             self.apply_filter()
         self.select_splits(stage=stage)
-        self.standardize(stage=stage)
+        self.normalize(stage=stage)
         self.as_datasets(stage=stage)
 
     def load_raw(self):
@@ -152,7 +152,7 @@ def apply_filter(self):
         LOGGER.info("Applying filter to features and targets.")
         self.x, self.y = self.filter.apply(self.x, self.y)
 
-    def standardize(self, stage=None):
+    def normalize(self, stage=None):
         LOGGER.info("Standardizing data.")
 
         if self.normalizer is None:

tests/test_datasets.py

@@ -63,7 +63,7 @@ def test_setup_test_default_fromfile(self, tmp_path: Path, data_transformer):
             self.batch_dims,
             self.splitter,
             data_dir=tmp_path.as_posix() + "/",
-            data_transformer=data_transformer,
+            normalizer=data_transformer,
         )
         dm.setup("test")