dyngpt.tl.load_synthetic_data

dyngpt.tl.load_synthetic_data(file_path, params_number=10, sample_number=3000, keep_index=[])

Load and process synthetic data from a JSON file.

Args:

file_path (str): Path to the JSON file containing synthetic data. params_number (int, optional): Number of parameter sets. Defaults to 10. sample_number (int, optional): Number of samples per parameter set. Defaults to 3000. keep_index (list, optional): Indices of features to keep in the output. Defaults to an empty list.

Returns:

tuple: A tuple containing:

• np.ndarray: Processed synthetic samples.

• np.ndarray: Corresponding parameter values.