API Documentation

• unseen_awg package
  • Submodules
  • unseen_awg.data_classes module
    • InitTimeLeadTimeMemberState
      • InitTimeLeadTimeMemberState.ensemble_member
      • InitTimeLeadTimeMemberState.init_time
      • InitTimeLeadTimeMemberState.lead_time
  • unseen_awg.data_utils module
    • create_zarr_store_for_dataarray()
    • create_zarr_store_for_dataset()
  • unseen_awg.grids module
  • unseen_awg.plotting_utils module
    • add_contours()
    • add_headers()
    • add_label_to_axes()
    • contourf_plot_without_frame_with_bounds()
    • map_plot_without_frame_with_bounds()
    • transition_init_time_plot()
    • transition_lead_time_plot()
    • transition_valid_time_plot()
  • unseen_awg.probability_models module
    • NormalProbabilityAvoidDirectRepeats
      • NormalProbabilityAvoidDirectRepeats.__init__()
      • NormalProbabilityAvoidDirectRepeats.unnormalized_log_probability()
    • NormalProbabilityKeepMinimalNDays
      • NormalProbabilityKeepMinimalNDays.__init__()
      • NormalProbabilityKeepMinimalNDays.unnormalized_log_probability()
    • NormalProbabilityModel
      • NormalProbabilityModel.__init__()
      • NormalProbabilityModel.unnormalized_log_probability()
    • NormalProbabilityModelSeasonality
      • NormalProbabilityModelSeasonality.__init__()
      • NormalProbabilityModelSeasonality.unnormalized_log_probability()
    • NormalProbabilityNotLargerThanFixedDate
      • NormalProbabilityNotLargerThanFixedDate.__init__()
      • NormalProbabilityNotLargerThanFixedDate.unnormalized_log_probability()
    • ProbabilityModel
      • ProbabilityModel.__init__()
      • ProbabilityModel.sample()
      • ProbabilityModel.unnormalized_log_probability()
    • UniformProbabilityModel
      • UniformProbabilityModel.__init__()
      • UniformProbabilityModel.unnormalized_log_probability()
    • gumbel_max_sample()
  • unseen_awg.similarity_measures module
    • mse_similarity()
  • unseen_awg.simulate_trajectory module
    • main()
    • simulate_trajectory()
  • unseen_awg.time_steppers module
    • FractionalYearStepper
      • FractionalYearStepper.blocksize
      • FractionalYearStepper.initial_time
      • FractionalYearStepper.reference_time
      • FractionalYearStepper.tropical_year
      • FractionalYearStepper.daily_increment
      • FractionalYearStepper.current_year_fraction
      • FractionalYearStepper.__init__()
      • FractionalYearStepper.__next__()
    • NoLeapYearStepper
      • NoLeapYearStepper.blocksize
      • NoLeapYearStepper.initial_time
      • NoLeapYearStepper.ref_time
      • NoLeapYearStepper.tropical_year
      • NoLeapYearStepper.daily_increment
      • NoLeapYearStepper.initial_year_fraction
      • NoLeapYearStepper.current_year_fraction
      • NoLeapYearStepper.current_time
      • NoLeapYearStepper.__init__()
      • NoLeapYearStepper.__next__()
    • StandardStepper
      • StandardStepper.blocksize
      • StandardStepper.initial_time
      • StandardStepper.ref_time
      • StandardStepper.tropical_year
      • StandardStepper.daily_increment
      • StandardStepper.initial_year_fraction
      • StandardStepper.current_year_fraction
      • StandardStepper.current_time
      • StandardStepper.__init__()
      • StandardStepper.__next__()
    • TimeStepper
      • TimeStepper.blocksize
      • TimeStepper.__init__()
      • TimeStepper.__iter__()
      • TimeStepper.__next__()
  • unseen_awg.timestep_utils module
    • convert_to_cftime_gregorian()
    • dayofyear_year_to_datetime64()
    • dayofyear_year_to_datetime64_naive()
    • is_in_window_from_time()
    • is_in_window_from_year_fraction()
    • time_to_year_fraction_cftime()
    • time_to_year_fraction_np_datetime64()
  • unseen_awg.tune_wg_by_forecasting module
    • analog_ensemble_forecast()
    • crps_climatology()
    • crps_persistence()
    • crps_wg_forecasts()
    • eval_analogue_forecast_skill()
    • eval_climatology_persistence_forecast()
    • eval_wg()
    • get_gt()
    • get_gt_coords()
    • get_n_valid_forecast_start_points()
    • main()
    • persistence_forecast()
  • unseen_awg.utils module
    • apply_similarity_metric()
    • get_k_random_indices()
    • get_k_smallest_indices()
    • get_map_valid_n_day_transitions()
    • grids_are_identical_subset()
    • is_no_jump()
  • unseen_awg.weather_generator module
    • WeatherGenerator
      • WeatherGenerator.window_size
      • WeatherGenerator.var
      • WeatherGenerator.similarity_function
      • WeatherGenerator.path_wg
      • WeatherGenerator.path_dataset
      • WeatherGenerator.use_precomputed_similarities
      • WeatherGenerator.ds_similarities
      • WeatherGenerator.get_analog_data()
      • WeatherGenerator.get_initial_state()
      • WeatherGenerator.get_similarities_k_closest_neighbors()
      • WeatherGenerator.get_similarities_k_random_neighbors()
      • WeatherGenerator.load()
      • WeatherGenerator.plot_k_nearest_and_random_neighbors()
      • WeatherGenerator.sample_trajectory()
      • WeatherGenerator.sampling_step()
      • WeatherGenerator.time_evolution_step()
    • main()
    • setup_lazy_similarity_dataset()