src

• src package
  • Subpackages
    • src.pulsarsa package
      • Subpackages
      • Submodules
      • src.pulsarsa.information_packet_formats module
      • src.pulsarsa.neural_network_models module
      • src.pulsarsa.pipeline_methods module
      • src.pulsarsa.postprocessing module
      • src.pulsarsa.preprocessing module
      • src.pulsarsa.train_neural_network_model module
      • src.pulsarsa.tune_parameters module
      • src.pulsarsa.tuner_optimization module
      • Module contents
  • Module contents
    • Payload
      • Payload.plot()
      • Payload.add_flux()
      • Payload.add_description()
      • Payload.assign_bandwidths_to_freqchannels()
      • Payload.assign_rot_phases()
      • Payload.write_payload_to_jsonfile()
      • Payload.read_payload_from_jsonfile()
    • PrepareFreqTimeImage
      • PrepareFreqTimeImage.preparation_protocol()
      • PrepareFreqTimeImage.plot()
      • PrepareFreqTimeImage.average_payload_rotphase()
    • ImageReader
      • ImageReader.read_from_payload()
    • ImageDataSet
      • ImageDataSet.plot()
    • LabelReader
      • LabelReader.read_from_payload()
      • LabelReader.read_from_str()
      • LabelReader.correct_key_names()
    • LabelDataSet
      • LabelDataSet.plot()
    • ImageToMaskDataset
      • ImageToMaskDataset.plot()
    • InMaskToMaskDataset
      • InMaskToMaskDataset.plot()
    • ImageInMaskToMaskDataset
      • ImageInMaskToMaskDataset.plot()
    • TrainImageToMaskNetworkModel
      • TrainImageToMaskNetworkModel.train_model()
      • TrainImageToMaskNetworkModel.test_model()
    • TrainSignalToLabelModel
      • TrainSignalToLabelModel.train_model()
      • TrainSignalToLabelModel.test_model_from_signal()
      • TrainSignalToLabelModel.test_model()
    • UNet
    • FilterCNN
    • PipelineImageToCCtoLabels
      • PipelineImageToCCtoLabels.get_nns_from_pipeline()
      • PipelineImageToCCtoLabels.image_to_mask_method()
      • PipelineImageToCCtoLabels.mask_to_labelled_skeleton_method()
      • PipelineImageToCCtoLabels.labelled_skeleton_to_labels_method()
      • PipelineImageToCCtoLabels.display_results_in_batch()
      • PipelineImageToCCtoLabels.test_on_real_data_from_npy_files()
      • PipelineImageToCCtoLabels.measure_accuracy()
      • PipelineImageToCCtoLabels.validate_efficiency()
    • PipelineImageToDelGraphtoIsPulsar
      • PipelineImageToDelGraphtoIsPulsar.get_nns_from_pipeline()
      • PipelineImageToDelGraphtoIsPulsar.image_to_mask_method()
      • PipelineImageToDelGraphtoIsPulsar.mask_to_signal_method()
      • PipelineImageToDelGraphtoIsPulsar.signal_to_label_method()
      • PipelineImageToDelGraphtoIsPulsar.validate_efficiency()
      • PipelineImageToDelGraphtoIsPulsar.display_results_in_batch()
      • PipelineImageToDelGraphtoIsPulsar.test_on_real_data_from_npy_files()
    • PipelineImageToFilterDelGraphtoIsPulsar
      • PipelineImageToFilterDelGraphtoIsPulsar.skip_filtering()
      • PipelineImageToFilterDelGraphtoIsPulsar.get_nns_from_pipeline()
      • PipelineImageToFilterDelGraphtoIsPulsar.image_to_mask_method()
      • PipelineImageToFilterDelGraphtoIsPulsar.filter_mask_method()
      • PipelineImageToFilterDelGraphtoIsPulsar.mask_to_signal_method()
      • PipelineImageToFilterDelGraphtoIsPulsar.signal_to_label_method()
      • PipelineImageToFilterDelGraphtoIsPulsar.validate_efficiency()
      • PipelineImageToFilterDelGraphtoIsPulsar.display_results_in_batch()
      • PipelineImageToFilterDelGraphtoIsPulsar.test_on_real_data_from_npy_files()
    • PipelineImageToFilterToCCtoLabels
      • PipelineImageToFilterToCCtoLabels.plot()
      • PipelineImageToFilterToCCtoLabels.remove_background()
      • PipelineImageToFilterToCCtoLabels.skip_filtering()
      • PipelineImageToFilterToCCtoLabels.get_nns_from_pipeline()
      • PipelineImageToFilterToCCtoLabels.image_to_mask_method()
      • PipelineImageToFilterToCCtoLabels.mask_to_labelled_skeleton_method()
      • PipelineImageToFilterToCCtoLabels.filter_mask_method()
      • PipelineImageToFilterToCCtoLabels.filter_imagemask_method()
      • PipelineImageToFilterToCCtoLabels.analyse_signal_noise_segement_ratio()
      • PipelineImageToFilterToCCtoLabels.labelled_skeleton_to_labels_method()
      • PipelineImageToFilterToCCtoLabels.labelled_skeleton_to_labels_for_one_pulse_method()
      • PipelineImageToFilterToCCtoLabels.display_results_in_batch()
      • PipelineImageToFilterToCCtoLabels.test_on_real_data_from_npy_files()
      • PipelineImageToFilterToCCtoLabels.measure_accuracy()
      • PipelineImageToFilterToCCtoLabels.validate_efficiency()
    • PipelineImageToMask
      • PipelineImageToMask.image_to_mask_method()
      • PipelineImageToMask.plot()
    • Tuner
      • Tuner.generate_mixed_model_from_current_components()
      • Tuner.get_sample_pca_components()
      • Tuner.get_current_scaled_pca_factors()
      • Tuner.set_scaled_pca_factors()
      • Tuner.generate_mixed_model_from_input_pca_factors()
      • Tuner.get_component_ranges()
    • PipelineTunerLossFunction
      • PipelineTunerLossFunction.catalogue_data_set_containing_pulsar_nbrfi_bbrfi_none()
      • PipelineTunerLossFunction.create_normalized_ori_labels()
      • PipelineTunerLossFunction.create_normalized_pred_labels()
    • find_the_best_mixed_pipeline()
    • save_best_mixed_model()
    • plot_loss_in_2d_in_pairwise_parameter_combi()
    • make_best_mixed_model_from_params()