poreflow.events.selection ¶

Filter using a dictionary of conditions

Filter using a dictionary of conditions formatted as: {"min_[col]": value, ...} or {"max_[col]": value, ...}

Where [col] is a column of a feature in an EventsDataFrame such as step_rate, duration, etc.

An example dictionary would look like: {'min_duration': 1, 'min_n_steps': 45, 'max_n_steps': 800, 'min_binned_entropy_of_means': 2.5, 'min_step_rate': 12, 'min_ios': 200, 'max_ios': 300}

These conditions can easily be loaded from a TOML configuration file.

Returns: