Convert Records to Scaler Dataset

Helper method for converting records into a scaler dataset. This means all data is bounded between a range like: [-1, 1].

antinex_utils.build_scaler_dataset_from_records.build_scaler_dataset_from_records(record_list, label='build-scaled-dataset', min_feature=-1, max_feature=1, cast_to_type='float32')

Parameters:

• record_list – list of json records to scale between min/max
• label – log label for tracking
• min_feature – min feature range for scale normalization
• max_feature – max feature range for scale normalization
• cast_to_type – cast all of the dataframe to this datatype