smadi

• smadi package
  • Submodules
  • smadi.anomaly_detectors module
    • AnomalyDetector
      • AnomalyDetector.apply_transformation()
      • AnomalyDetector.clim_df
      • AnomalyDetector.detect_anomaly()
      • AnomalyDetector.groupby_param
    • AnomalyDetectorFactory
      • AnomalyDetectorFactory.create_detector()
      • AnomalyDetectorFactory.methods
    • ESSMI
      • ESSMI.detect_anomaly()
    • ParaDis
      • ParaDis.detect_anomaly()
    • SMAD
      • SMAD.detect_anomaly()
    • SMAPI
      • SMAPI.detect_anomaly()
    • SMCA
      • SMCA.detect_anomaly()
    • SMCI
      • SMCI.detect_anomaly()
    • SMDI
      • SMDI.detect_anomaly()
    • SMDS
      • SMDS.detect_anomaly()
    • ZScore
      • ZScore.detect_anomaly()
  • smadi.climatology module
    • Aggregator
      • Aggregator.aggregate()
      • Aggregator.preprocess_df
    • BimonthlyAggregator
      • BimonthlyAggregator.aggregate()
    • Climatology
      • Climatology.aggregated_df
      • Climatology.compute_normals()
    • DailyAggregator
      • DailyAggregator.aggregate()
    • DekadalAggregator
      • DekadalAggregator.aggregate()
    • MonthlyAggregator
      • MonthlyAggregator.aggregate()
    • Preprocessor
      • Preprocessor.preprocess()
    • Validator
      • Validator.validate()
    • WeeklyAggregator
      • WeeklyAggregator.aggregate()
  • smadi.data_reader module
    • AscatData
    • Era5Land
    • extract_obs_ts()
    • read_era5()
    • read_grid_point()
  • smadi.indicators module
    • essmi()
    • para_dis()
    • smad()
    • smapi()
    • smca()
    • smci()
    • smd()
    • smdi()
    • smds()
    • zscore()
  • smadi.map module
    • plot_anomaly_maps()
    • set_bins()
    • set_extent()
  • smadi.metadata module
  • smadi.plot module
    • clss_counter()
    • draw_hbars()
    • get_plot_options()
    • plot_anomaly()
    • plot_categories_count()
    • plot_colmns()
    • plot_figure()
    • plot_fill_bet()
    • plot_ts()
    • set_thresholds()
  • smadi.preprocess module
    • bimonthly_agg()
    • clim_groupping()
    • compute_clim()
    • dekadal_agg()
    • fillna()
    • filter_df()
    • monthly_agg()
    • smooth()
    • validate_anomaly_method()
    • validate_date_params()
    • weekly_agg()
  • smadi.utils module
    • create_logger()
    • get_country_code()
    • get_gpis_from_bbox()
    • load_gpis_by_country()
    • log_exception()
    • log_time()
  • smadi.workflow module
    • load_ts()
    • main()
    • parse_arguments()
    • run_smadi()
    • setup_argument_parser()
    • single_po_run()
  • Module contents