mlclouds.data_cleaners.sky_class_filter

sky_class_filter(cloud_df)[source]

Filter cloud data so that final data includes only data with matching sky_class and cloud types. sky_class is determined by comparing clear sky REST2 predictions with ground measurements. If the clear sky prediction is within a given tolerance the class is considered “clear”, otherwise the class is considered “cloudy”.