preprocessing.filter

logger_config

logger

savgol_filtering

def savgol_filtering(config: dict,
                     read_from_variable: str = "position_processed",
                     save_to_variable: str = "position_processed",
                     save_logs: bool = True) -> None

Apply Savitzky-Golay filter to the data.

Parameters

• config (dict): Configuration dictionary.
• read_from_variable (str, optional): Variable to read from the dataset.
• save_to_variable (str, optional): Variable to save the filtered data to.
• save_logs (bool, optional): Whether to save logs.

Returns

• None

savgol_filter_dataset

def savgol_filter_dataset(ds: xr.Dataset, savgol_length: int,
                          savgol_order: int, read_from_variable: str,
                          save_to_variable: str) -> None

Apply a Savitzky-Golay filter to one session's dataset, in place.

Parameters

• ds (xr.Dataset): Session dataset.
• savgol_length (int): Filter window length.
• savgol_order (int): Polynomial order.
• read_from_variable (str): Variable to read from the dataset.
• save_to_variable (str): Variable to save the filtered data to.

Returns

• None