Other utilities¶

HookeAI also provides a wide variety of complementary tools to streamline and/or enrich the overall material modeling workflow. Some of these utilities are listed below, but many others can be found by exploring HookeAI’s library.

Key resources¶

Source file/directory	Description
`hookeai/time_series_data/time_dataset.py`	Handling and manipulation of general time series data sets.
`hookeai/utilities/data_scalers.py`	Torch-based data scalers suitable to normalize/denormalize time series data.
`hookeai/utilities/fit_data_scalers.py`	Batch fitting of data scalers from time series data sets.
`hookeai/utilities/prediction_metrics.py`	Computation of sample-based prediction metrics for general time series data.
`hookeai/miscellaneous/pruning/pruning_dataset.py`	Pruning of time series data set to minimize redundancy.