Index

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__init__() (Conv1DTranspose method) (ConvolutionalLstm method) (CubeDatabase method) (DataCubeDownloader method) (LightcurveDatabase method) (MicrolensingLabelPerExampleDatabase method) (MicrolensingLabelPerTimeStepDatabase method) (PerTimeStepBinaryCrossEntropy method) (SanityCheckNetwork method) (SimpleCubeCnn method) (SimpleLightcurveCnn method) (SimpleLightcurveCnnPerTimeStepLabel method) (SimpleLightcurveLstm method)

A

augment_cube() (CubeDatabase static method)

B

build() (Conv1DTranspose method)

C

calculate_magnification() (MicrolensingLabelPerTimeStepDatabase method) calculate_magnifications_for_lightcurve_meta_data() (MicrolensingLabelPerTimeStepDatabase method) call() (Conv1DTranspose method) (ConvolutionalLstm method) (SimpleLightcurveCnn method) (SimpleLightcurveCnnPerTimeStepLabel method) (SimpleLightcurveLstm method)

check_if_meta_data_exists_for_lightcurve_file_path() (MicrolensingLabelPerTimeStepDatabase method) compute_output_shape() (Conv1DTranspose method) Conv1DTranspose (class in models) ConvolutionalLstm (class in models) CubeDatabase (class in photometric_database.cube_database)

D

data_cube_downloader (in module photometric_database.data_cube_downloader) DataCubeDownloader (class in photometric_database.data_cube_downloader)

download_classic_cepheid_and_type_2_cepheid_database() (DataCubeDownloader method) download_positive_negative_cepheid_database() (DataCubeDownloader method) download_tess_cubes_for_gaia_source_id_list() (DataCubeDownloader method)

E

einstein_normalized_separation_in_direction_of_motion() (MicrolensingLabelPerTimeStepDatabase static method)

enforce_data_ratio() (CubeDatabase method) evaluation_preprocessing() (MicrolensingLabelPerTimeStepDatabase method)

G

general_preprocessing() (MicrolensingLabelPerTimeStepDatabase method) generate_datasets() (CubeDatabase method) (MicrolensingLabelPerExampleDatabase method) (MicrolensingLabelPerTimeStepDatabase method) generate_inference_dataset() (MicrolensingLabelPerExampleDatabase method) get_all_cepheid_gaia_source_ids() (DataCubeDownloader method) get_all_classic_cepheid_gaia_source_ids() (DataCubeDownloader method) get_all_type_2_cepheid_gaia_source_ids() (DataCubeDownloader method) get_meta_data_for_lightcurve_file_path() (MicrolensingLabelPerTimeStepDatabase method)

get_meta_data_frame_for_lightcurve_file_path() (MicrolensingLabelPerTimeStepDatabase static method) get_non_cepheid_gaia_source_ids() (DataCubeDownloader method) get_ra_and_dec_for_gaia_source_id() (DataCubeDownloader method) get_ra_and_dec_for_tess_input_catalog_id() (DataCubeDownloader method) get_ratio_enforced_dataset() (LightcurveDatabase method) get_tess_cuts() (DataCubeDownloader static method) get_tess_data_cubes_for_gaia_source_id() (DataCubeDownloader method) get_tess_input_catalog_ids_from_gaia_source_ids() (DataCubeDownloader method) get_training_and_validation_datasets_for_file_paths() (LightcurveDatabase method)

I

is_positive() (LightcurveDatabase method) (MicrolensingLabelPerTimeStepDatabase method)

L

launch_gaia_job() (DataCubeDownloader static method) LightcurveDatabase (class in photometric_database.lightcurve_database) load_and_preprocess_example_file() (MicrolensingLabelPerExampleDatabase method)

load_and_preprocess_numpy_file() (CubeDatabase method) load_microlensing_meta_data() (MicrolensingLabelPerTimeStepDatabase static method) log_dataset_file_names() (LightcurveDatabase method) losses (module)

M

magnification_threshold_label_for_lightcurve_meta_data() (MicrolensingLabelPerTimeStepDatabase method) make_uniform_length() (LightcurveDatabase method) make_uniform_length_requiring_positive() (MicrolensingLabelPerTimeStepDatabase method)

mast_query() (DataCubeDownloader static method) MicrolensingLabelPerExampleDatabase (class in photometric_database.microlensing_label_per_example_database) MicrolensingLabelPerTimeStepDatabase (class in photometric_database.microlensing_label_per_time_step_database) models (module)

N

normalize() (LightcurveDatabase static method)

P

per_time_step_binary_cross_entropy() (PerTimeStepBinaryCrossEntropy static method) PerTimeStepBinaryCrossEntropy (class in losses) photometric_database (module) photometric_database.cube_database (module) photometric_database.data_cube_downloader (module)

photometric_database.lightcurve_database (module) photometric_database.microlensing_label_per_example_database (module) photometric_database.microlensing_label_per_time_step_database (module) preprocess_and_augment_lightcurve() (MicrolensingLabelPerExampleDatabase method) preprocess_cube() (CubeDatabase method)

R

remove_bad_files() (CubeDatabase static method) remove_file_paths_with_no_meta_data() (MicrolensingLabelPerTimeStepDatabase method) remove_random_values() (LightcurveDatabase static method)

repeat_dataset_to_size() (LightcurveDatabase static method) roll_lightcurve() (MicrolensingLabelPerExampleDatabase static method) round_to_base() (MicrolensingLabelPerTimeStepDatabase static method)

S

SanityCheckNetwork (class in models) set_shape_function() (MicrolensingLabelPerExampleDatabase method) shuffle_in_unison() (CubeDatabase static method) (LightcurveDatabase static method)

SimpleCubeCnn (class in models) SimpleLightcurveCnn (class in models) SimpleLightcurveCnnPerTimeStepLabel (class in models) SimpleLightcurveLstm (class in models)

T

training_preprocessing() (MicrolensingLabelPerTimeStepDatabase method)