Index

A

AeCNN1D (class in doppleriann.networks.aes)

astro_data() (in module doppleriann.physics.CCFcalculator)

C

calc_mask() (doppleriann.physics.CCFcalculator.CCFcalculator method) calculate_CCF_1() (doppleriann.physics.CCFcalculator.CCFcalculator method) calculate_CCF_2() (doppleriann.physics.CCFcalculator.CCFcalculator method) call() (doppleriann.networks.net_blocks.KLDivergenceLayer method) (doppleriann.networks.net_blocks.L1LatentRegularization method) (doppleriann.networks.net_blocks.MCDropout method) (doppleriann.networks.net_blocks.ReconstructionLossLayer method) (doppleriann.networks.net_blocks.Resize1DTensorLayer method)

ccf_calculator() (doppleriann.physics.CCFcalculator.CCFcalculator method) CCFcalculator (class in doppleriann.physics.CCFcalculator) circ_dist_cycles() (in module doppleriann.physics.signal_utils) CondVaeCNN1D (class in doppleriann.networks.cvae)

D

Delta_wavelength() (doppleriann.physics.CCFcalculator.CCFcalculator method) doppleriann.data.data_loader module doppleriann.data.scalers module doppleriann.data.shell_generation module doppleriann.networks.aes module doppleriann.networks.base_networks module doppleriann.networks.cnns module doppleriann.networks.cvae module

doppleriann.networks.kann module doppleriann.networks.mlp module doppleriann.networks.net_blocks module doppleriann.physics.CCFcalculator module doppleriann.physics.shell_utils module doppleriann.physics.signal_utils module doppleriann.physics.spec_transform module doppleriann.utils.logger_config module

E

extract_shape_shell() (in module doppleriann.physics.shell_utils)

F

fit() (doppleriann.data.scalers.MaskedStandardScaler3D method) (doppleriann.data.scalers.MinMaxScaler3D method) (doppleriann.data.scalers.StandardScaler3D method)

fit_transform() (doppleriann.data.scalers.MaskedStandardScaler3D method) (doppleriann.data.scalers.MinMaxScaler3D method) (doppleriann.data.scalers.StandardScaler3D method)

G

generate_data() (in module doppleriann.data.shell_generation) generate_hidden_signals() (in module doppleriann.data.shell_generation)

generate_periodogram_test() (in module doppleriann.physics.signal_utils) get_config() (doppleriann.networks.net_blocks.MCDropout method) (doppleriann.networks.net_blocks.Resize1DTensorLayer method)

I

inject_planet_at_shell_level() (in module doppleriann.physics.shell_utils) inject_random_doppler_shifts() (doppleriann.physics.spec_transform.SpectrumData method) interp_temp_given_flux() (in module doppleriann.physics.spec_transform)

inverse_transform() (doppleriann.data.scalers.MaskedStandardScaler3D method) (doppleriann.data.scalers.MinMaxScaler3D method) (doppleriann.data.scalers.StandardScaler3D method)

K

KAN (class in doppleriann.networks.kann)

kitcat_filtering_mask() (doppleriann.physics.spec_transform.SpectrumData method) KLDivergenceLayer (class in doppleriann.networks.net_blocks)

L

L1LatentRegularization (class in doppleriann.networks.net_blocks) load_and_process_file() (in module doppleriann.data.data_loader) load_hdf5_data() (in module doppleriann.data.data_loader) load_model() (doppleriann.networks.base_networks.SuperVAE method) (doppleriann.networks.base_networks.SupervisedNET method)

load_shell_astro_datah5() (in module doppleriann.data.data_loader) load_shell_astro_datah5_random() (in module doppleriann.data.data_loader) long_term_remover() (in module doppleriann.physics.signal_utils)

M

MaskedStandardScaler3D (class in doppleriann.data.scalers) mcdo_predict() (doppleriann.networks.base_networks.SuperVAE method) (doppleriann.networks.base_networks.SupervisedNET method) MCDropout (class in doppleriann.networks.net_blocks) MinMaxScaler3D (class in doppleriann.data.scalers) MLP (class in doppleriann.networks.mlp) model_tf() (doppleriann.networks.aes.AeCNN1D method) (doppleriann.networks.aes.VaeCNN1D method) (doppleriann.networks.base_networks.SuperVAE method) (doppleriann.networks.base_networks.SupervisedNET method) (doppleriann.networks.cnns.ShellCNN1D method) (doppleriann.networks.cnns.ShellCNN1DDual method) (doppleriann.networks.cnns.ShellCNN2Channel method) (doppleriann.networks.cnns.ShellCNN2D method) (doppleriann.networks.cvae.CondVaeCNN1D method) (doppleriann.networks.kann.KAN method) (doppleriann.networks.mlp.MLP method)

module doppleriann.data.data_loader doppleriann.data.scalers doppleriann.data.shell_generation doppleriann.networks.aes doppleriann.networks.base_networks doppleriann.networks.cnns doppleriann.networks.cvae doppleriann.networks.kann doppleriann.networks.mlp doppleriann.networks.net_blocks doppleriann.physics.CCFcalculator doppleriann.physics.shell_utils doppleriann.physics.signal_utils doppleriann.physics.spec_transform doppleriann.utils.logger_config

P

periodogram() (in module doppleriann.physics.signal_utils)

planet_inj() (doppleriann.physics.spec_transform.SpectrumData method) prior_transform() (in module doppleriann.physics.signal_utils)

R

ReconstructionLossLayer (class in doppleriann.networks.net_blocks) recover_phase_offset() (in module doppleriann.physics.signal_utils) remove_planet_signal_shell_level() (in module doppleriann.physics.shell_utils)

remove_strongest_signals() (in module doppleriann.physics.signal_utils) Resize1DTensorLayer (class in doppleriann.networks.net_blocks) resize_1d_tensor() (in module doppleriann.networks.net_blocks)

S

sampling() (in module doppleriann.networks.net_blocks) setup_logging() (in module doppleriann.utils.logger_config) shell_diagram() (doppleriann.physics.spec_transform.SpectrumData method) ShellCNN1D (class in doppleriann.networks.cnns) ShellCNN1DDual (class in doppleriann.networks.cnns) ShellCNN2Channel (class in doppleriann.networks.cnns)

ShellCNN2D (class in doppleriann.networks.cnns) sinusoidal_model() (in module doppleriann.physics.signal_utils) SpectrumData (class in doppleriann.physics.spec_transform) StandardScaler3D (class in doppleriann.data.scalers) SuperVAE (class in doppleriann.networks.base_networks) SupervisedNET (class in doppleriann.networks.base_networks)

T

transform() (doppleriann.data.scalers.MaskedStandardScaler3D method) (doppleriann.data.scalers.MinMaxScaler3D method) (doppleriann.data.scalers.StandardScaler3D method)

U

univariate_activation() (doppleriann.networks.kann.KAN method)

V

VaeCNN1D (class in doppleriann.networks.aes)