niimpy.preprocessing package

Submodules

• niimpy.preprocessing.application module
  • app_count()
  • app_duration()
  • classify_app()
  • extract_features_app()
• niimpy.preprocessing.audio module
  • audio_count_loud()
  • audio_count_silent()
  • audio_count_speech()
  • audio_max_db()
  • audio_max_freq()
  • audio_mean_db()
  • audio_mean_freq()
  • audio_median_db()
  • audio_median_freq()
  • audio_min_db()
  • audio_min_freq()
  • audio_std_db()
  • audio_std_freq()
  • extract_features_audio()
• niimpy.preprocessing.battery module
  • battery_charge_discharge()
  • battery_discharge()
  • battery_gaps()
  • battery_mean_level()
  • battery_median_level()
  • battery_occurrences()
  • battery_shutdown_time()
  • battery_std_level()
  • extract_features_battery()
  • find_battery_gaps()
  • find_non_battery_gaps()
  • find_real_gaps()
  • format_battery_data()
  • shutdown_info()
• niimpy.preprocessing.communication module
  • call_count()
  • call_distribution()
  • call_duration_mean()
  • call_duration_median()
  • call_duration_std()
  • call_duration_total()
  • call_outgoing_incoming_ratio()
  • extract_features_comms()
  • message_count()
  • message_distribution()
  • message_outgoing_incoming_ratio()
• niimpy.preprocessing.filter module
  • filter_dataframe()
• niimpy.preprocessing.location module
  • cluster_locations()
  • compute_nbin_maxdist_home()
  • distance_matrix()
  • extract_features_location()
  • filter_location()
  • find_home()
  • get_speeds_totaldist()
  • location_distance_features()
  • location_local_time()
  • location_significant_place_features()
  • number_of_significant_places()
• niimpy.preprocessing.sampledata module
• niimpy.preprocessing.screen module
  • duration_util_screen()
  • event_classification_screen()
  • extract_features_screen()
  • screen_count()
  • screen_duration()
  • screen_duration_max()
  • screen_duration_mean()
  • screen_duration_median()
  • screen_duration_min()
  • screen_duration_std()
  • screen_first_unlock()
  • screen_off()
  • util_screen()
• niimpy.preprocessing.survey module
  • clean_survey_column_names()
  • convert_survey_to_numerical_answer()
  • extract_features_survey()
  • sum_survey_scores()
  • survey_statistic()
• niimpy.preprocessing.tracker module
  • extract_features_tracker()
  • step_summary()
  • tracker_step_distribution()
• niimpy.preprocessing.util module
  • aggregate()
  • date_range()
  • df_normalize()
  • ensure_dataframe()
  • group_data()
  • identifier_columns()
  • install_extensions()
  • occurrence()
  • read_preprocess()
  • reset_groups()
  • select_columns()
  • set_conserved_index()
  • set_encoding()
  • set_tz()
  • tmp_timezone()
  • to_datetime()
  • uninstall_extensions()

Module contents