ml4convection

• ml4convection package
  • Subpackages
    • ml4convection.figures package
      • Submodules
      • ml4convection.figures.make_climo_mask_figure module
      • ml4convection.figures.make_data_overview_figure module
      • ml4convection.figures.make_eval_figure_gridded module
      • ml4convection.figures.make_eval_figure_ungridded module
      • ml4convection.figures.make_fourier_figure module
      • ml4convection.figures.make_fourier_recomp_figure module
      • ml4convection.figures.make_neigh_eval_schematic module
      • ml4convection.figures.make_permutation_figure module
      • ml4convection.figures.make_prediction_comparison_figure module
      • ml4convection.figures.make_predictor_prediction_figure module
      • ml4convection.figures.make_response_function_figure module
      • ml4convection.figures.make_response_function_figure_1d module
      • ml4convection.figures.make_satellite_qc_figure module
      • Module contents
    • ml4convection.io package
      • Submodules
      • ml4convection.io.border_io module
      • ml4convection.io.climatology_io module
      • ml4convection.io.example_io module
      • ml4convection.io.example_io_test module
      • ml4convection.io.prediction_io module
      • ml4convection.io.prediction_io_test module
      • ml4convection.io.radar_io module
      • ml4convection.io.radar_io_test module
      • ml4convection.io.satellite_io module
      • ml4convection.io.satellite_io_test module
      • ml4convection.io.twb_radar_io module
      • ml4convection.io.twb_radar_io_test module
      • ml4convection.io.twb_satellite_io module
      • ml4convection.io.twb_satellite_io_test module
      • Module contents
    • ml4convection.machine_learning package
      • Submodules
      • ml4convection.machine_learning.chiu_architecture module
      • ml4convection.machine_learning.coord_conv module
      • ml4convection.machine_learning.coord_conv_test module
      • ml4convection.machine_learning.custom_losses module
      • ml4convection.machine_learning.custom_losses_test module
      • ml4convection.machine_learning.custom_metrics module
      • ml4convection.machine_learning.custom_metrics_test module
      • ml4convection.machine_learning.fourier_metrics module
      • ml4convection.machine_learning.fourier_metrics_test module
      • ml4convection.machine_learning.gradcam module
      • ml4convection.machine_learning.neural_net module
      • ml4convection.machine_learning.neural_net_test module
      • ml4convection.machine_learning.permutation module
      • ml4convection.machine_learning.permutation_test module
      • ml4convection.machine_learning.saliency module
      • ml4convection.machine_learning.standalone_utils module
      • ml4convection.machine_learning.standalone_utils_test module
      • ml4convection.machine_learning.u_net_architecture module
      • ml4convection.machine_learning.u_net_pp_architecture module
      • Module contents
    • ml4convection.plotting package
      • Submodules
      • ml4convection.plotting.cam_plotting module
      • ml4convection.plotting.evaluation_plotting module
      • ml4convection.plotting.evaluation_plotting_test module
      • ml4convection.plotting.plotting_utils module
      • ml4convection.plotting.prediction_plotting module
      • ml4convection.plotting.saliency_plotting module
      • ml4convection.plotting.satellite_plotting module
      • Module contents
    • ml4convection.scripts package
      • Submodules
      • ml4convection.scripts.apply_neural_net module
      • ml4convection.scripts.apply_persistence_model module
      • ml4convection.scripts.average_predictions_over_time module
      • ml4convection.scripts.composite_saliency_maps module
      • ml4convection.scripts.compute_advanced_learning_curves module
      • ml4convection.scripts.compute_advanced_scores_gridded module
      • ml4convection.scripts.compute_advanced_scores_ungridded module
      • ml4convection.scripts.compute_basic_learning_curves module
      • ml4convection.scripts.compute_basic_scores_gridded module
      • ml4convection.scripts.compute_basic_scores_ungridded module
      • ml4convection.scripts.concat_figures module
      • ml4convection.scripts.count_radar_observations module
      • ml4convection.scripts.count_satellite_qc_diffs module
      • ml4convection.scripts.create_predictors module
      • ml4convection.scripts.create_radar_mask module
      • ml4convection.scripts.create_targets module
      • ml4convection.scripts.delete_basic_scores module
      • ml4convection.scripts.delete_prediction_files module
      • ml4convection.scripts.find_event_frequencies module
      • ml4convection.scripts.find_extreme_examples module
      • ml4convection.scripts.find_interesting_examples module
      • ml4convection.scripts.get_normalization_params module
      • ml4convection.scripts.make_best_architecture_0minutes module
      • ml4convection.scripts.make_best_architecture_120minutes module
      • ml4convection.scripts.make_best_architecture_30minutes module
      • ml4convection.scripts.make_best_architecture_60minutes module
      • ml4convection.scripts.make_best_architecture_90minutes module
      • ml4convection.scripts.make_class_activation_maps module
      • ml4convection.scripts.make_saliency_maps module
      • ml4convection.scripts.plot_class_activation_maps module
      • ml4convection.scripts.plot_composite_saliency_map module
      • ml4convection.scripts.plot_evaluation module
      • ml4convection.scripts.plot_evaluation_by_time module
      • ml4convection.scripts.plot_gridded_evaluation module
      • ml4convection.scripts.plot_label_climo module
      • ml4convection.scripts.plot_learning_curves module
      • ml4convection.scripts.plot_mean_satellite_fields module
      • ml4convection.scripts.plot_permutation_results module
      • ml4convection.scripts.plot_predictions module
      • ml4convection.scripts.plot_radar module
      • ml4convection.scripts.plot_radar_counts module
      • ml4convection.scripts.plot_radar_mask module
      • ml4convection.scripts.plot_saliency_maps module
      • ml4convection.scripts.plot_satellite module
      • ml4convection.scripts.plot_satellite_diff_counts module
      • ml4convection.scripts.process_radar_data module
      • ml4convection.scripts.process_satellite_data module
      • ml4convection.scripts.qc_satellite_data module
      • ml4convection.scripts.run_echo_classification module
      • ml4convection.scripts.run_permutation module
      • ml4convection.scripts.run_prelim_tracking module
      • ml4convection.scripts.run_unit_tests module
      • ml4convection.scripts.tracks_to_convection_masks module
      • ml4convection.scripts.train_neural_net module
      • ml4convection.scripts.training_args module
      • ml4convection.scripts.unzip_example_files module
      • Module contents
    • ml4convection.utils package
      • Submodules
      • ml4convection.utils.evaluation module
      • ml4convection.utils.evaluation_test module
      • ml4convection.utils.fourier_utils module
      • ml4convection.utils.fourier_utils_test module
      • ml4convection.utils.general_utils module
      • ml4convection.utils.general_utils_test module
      • ml4convection.utils.learning_curves module
      • ml4convection.utils.learning_curves_test module
      • ml4convection.utils.normalization module
      • ml4convection.utils.normalization_test module
      • ml4convection.utils.radar_utils module
      • ml4convection.utils.radar_utils_test module
      • Module contents
  • Module contents
• setup module