Index

A

AddSkipConnect (class in ml4gw.nn.autoencoder.skip_connection) alpha1Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) alpha2Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) alpha3Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) alpha4Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method)

alpha5Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) AmpIntColFitCoeff() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) arg_constraints (ml4gw.distributions.Cosine attribute) (ml4gw.distributions.DeltaFunction attribute) (ml4gw.distributions.UniformComovingVolume attribute) Autoencoder (class in ml4gw.nn.autoencoder.base)

B

BasicBlock (class in ml4gw.nn.resnet.resnet_1d) (class in ml4gw.nn.resnet.resnet_2d) beta1Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) beta2Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) beta3Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) bilby_spins_to_lalsim() (in module ml4gw.waveforms.conversion) bivariate_spline_fit_natural() (ml4gw.transforms.spline_interpolation.SplineInterpolate method) block (ml4gw.nn.resnet.resnet_1d.BottleneckResNet1D attribute) (ml4gw.nn.resnet.resnet_1d.ResNet1D attribute) (ml4gw.nn.resnet.resnet_2d.BottleneckResNet2D attribute) (ml4gw.nn.resnet.resnet_2d.ResNet2D attribute)

Bottleneck (class in ml4gw.nn.resnet.resnet_1d) (class in ml4gw.nn.resnet.resnet_2d) BottleneckResNet1D (class in ml4gw.nn.resnet.resnet_1d) BottleneckResNet2D (class in ml4gw.nn.resnet.resnet_2d) breathing() (in module ml4gw.gw) bspline_basis_natural() (ml4gw.transforms.spline_interpolation.SplineInterpolate method) build() (ml4gw.transforms.transform.FittableTransform method) build_highpass_filter() (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator method)

C

ChannelWiseScaler (class in ml4gw.transforms.scaler) chiPN() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) chirp_mass_and_mass_ratio_to_components() (in module ml4gw.waveforms.conversion) chirp_start_frequency_bound() (in module ml4gw.waveforms.cbc.utils) chirp_time_bound() (in module ml4gw.waveforms.cbc.utils) ChunkedTimeSeriesDataset (class in ml4gw.dataloading.chunked_dataset) compute_antenna_responses() (in module ml4gw.gw) compute_ifo_snr() (in module ml4gw.gw) compute_L_R() (ml4gw.transforms.spline_interpolation.SplineInterpolate method) compute_network_snr() (in module ml4gw.gw) compute_observed_strain() (in module ml4gw.gw) compute_qtiles() (ml4gw.transforms.qtransform.SingleQTransform method)

ComputeNNLOanglecoeffs() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) ConcatSkipConnect (class in ml4gw.nn.autoencoder.skip_connection) ContiguousHdf5Warning conv1() (in module ml4gw.nn.resnet.resnet_1d) (in module ml4gw.nn.resnet.resnet_2d) ConvBlock (class in ml4gw.nn.autoencoder.convolutional) convert_spins() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) convN() (in module ml4gw.nn.resnet.resnet_1d) (in module ml4gw.nn.resnet.resnet_2d) ConvolutionalAutoencoder (class in ml4gw.nn.autoencoder.convolutional) Cosine (class in ml4gw.distributions) cross() (in module ml4gw.gw)

D

decode() (ml4gw.nn.autoencoder.base.Autoencoder method) (ml4gw.nn.autoencoder.convolutional.ConvBlock method) (ml4gw.nn.autoencoder.convolutional.ConvolutionalAutoencoder method)

delta_f (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator property) delta_t (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator property) delta_values() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) DeltaFunction (class in ml4gw.distributions)

E

encode() (ml4gw.nn.autoencoder.base.Autoencoder method) (ml4gw.nn.autoencoder.convolutional.ConvBlock method) evaluate_bivariate_spline() (ml4gw.transforms.spline_interpolation.SplineInterpolate method)

expansion (ml4gw.nn.resnet.resnet_1d.BasicBlock attribute) (ml4gw.nn.resnet.resnet_1d.Bottleneck attribute) (ml4gw.nn.resnet.resnet_2d.BasicBlock attribute) (ml4gw.nn.resnet.resnet_2d.Bottleneck attribute)

F

fast_spectral_density() (in module ml4gw.spectral) final_black_hole_spin_bound() (in module ml4gw.waveforms.cbc.utils) FinalSpin0815() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) FinalSpin_inplane() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) fit() (ml4gw.transforms.scaler.ChannelWiseScaler method) (ml4gw.transforms.snr_rescaler.SnrRescaler method) (ml4gw.transforms.whitening.FixedWhiten method) FittableSpectralTransform (class in ml4gw.transforms.transform) FittableTransform (class in ml4gw.transforms.transform) FixedWhiten (class in ml4gw.transforms.whitening) fmaxCalc() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) forward() (ml4gw.augmentations.SignalInverter method) (ml4gw.augmentations.SignalReverser method) (ml4gw.nn.autoencoder.base.Autoencoder method) (ml4gw.nn.autoencoder.convolutional.ConvolutionalAutoencoder method) (ml4gw.nn.autoencoder.skip_connection.AddSkipConnect method) (ml4gw.nn.autoencoder.skip_connection.ConcatSkipConnect method) (ml4gw.nn.autoencoder.skip_connection.SkipConnection method) (ml4gw.nn.norm.GroupNorm1D method) (ml4gw.nn.resnet.resnet_1d.BasicBlock method) (ml4gw.nn.resnet.resnet_1d.Bottleneck method) (ml4gw.nn.resnet.resnet_1d.ResNet1D method) (ml4gw.nn.resnet.resnet_2d.BasicBlock method) (ml4gw.nn.resnet.resnet_2d.Bottleneck method) (ml4gw.nn.resnet.resnet_2d.ResNet2D method) (ml4gw.nn.streaming.online_average.OnlineAverager method) (ml4gw.nn.streaming.snapshotter.Snapshotter method) (ml4gw.transforms.iirfilter.IIRFilter method) (ml4gw.transforms.pearson.ShiftedPearsonCorrelation method) (ml4gw.transforms.qtransform.QScan method) (ml4gw.transforms.qtransform.QTile method) (ml4gw.transforms.qtransform.SingleQTransform method) (ml4gw.transforms.scaler.ChannelWiseScaler method) (ml4gw.transforms.snr_rescaler.SnrRescaler method) (ml4gw.transforms.spectral.SpectralDensity method) (ml4gw.transforms.spectrogram.MultiResolutionSpectrogram method) (ml4gw.transforms.spline_interpolation.SplineInterpolate method) (ml4gw.transforms.waveforms.WaveformProjector method) (ml4gw.transforms.waveforms.WaveformSampler method) (ml4gw.transforms.whitening.FixedWhiten method) (ml4gw.transforms.whitening.Whiten method) (ml4gw.waveforms.adhoc.ringdown.Ringdown method) (ml4gw.waveforms.adhoc.sine_gaussian.SineGaussian method) (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) (ml4gw.waveforms.cbc.taylorf2.TaylorF2 method) (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator method)

frequency_isco() (in module ml4gw.waveforms.cbc.utils) fring_fdamp() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method)

G

gamma1_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) gamma2_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) gamma3_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) generate_conditioned_fd_waveform() (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator method) generate_natural_knots() (ml4gw.transforms.spline_interpolation.SplineInterpolate method) get_Amp0() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) get_data_indices() (ml4gw.transforms.qtransform.QTile method) get_freqs() (ml4gw.transforms.qtransform.SingleQTransform method) get_frequencies() (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator method) get_ifo_geometry() (in module ml4gw.gw)

get_initial_state() (ml4gw.nn.streaming.online_average.OnlineAverager method) (ml4gw.nn.streaming.snapshotter.Snapshotter method) get_max_energy() (ml4gw.transforms.qtransform.SingleQTransform method) get_out_channels() (ml4gw.nn.autoencoder.skip_connection.ConcatSkipConnect method) (ml4gw.nn.autoencoder.skip_connection.SkipConnection method) get_qs() (ml4gw.transforms.qtransform.QScan method) get_window() (ml4gw.transforms.qtransform.QTile method) GroupNorm1D (class in ml4gw.nn.norm) GroupNorm1DGetter (class in ml4gw.nn.norm) GroupNorm2DGetter (class in ml4gw.nn.norm)

H

Hdf5TimeSeriesDataset (class in ml4gw.dataloading.hdf5_dataset)

I

IIRFilter (class in ml4gw.transforms.iirfilter) IMRPhenomD (class in ml4gw.waveforms.cbc.phenom_d) IMRPhenomPv2 (class in ml4gw.waveforms.cbc.phenom_p) init_indices() (ml4gw.dataloading.in_memory_dataset.InMemoryDataset method)

InMemoryDataset (class in ml4gw.dataloading.in_memory_dataset) InterferometerGeometry (class in ml4gw.utils.interferometer) interpolate() (ml4gw.transforms.qtransform.SingleQTransform method) (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method)

L

L2PNR() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) log_prob() (ml4gw.distributions.Cosine method) (ml4gw.distributions.UniformComovingVolume method)

LogNormal (class in ml4gw.distributions) LogUniform (class in ml4gw.distributions)

M

match_size() (in module ml4gw.nn.autoencoder.utils) median() (in module ml4gw.spectral) merge_time_bound() (in module ml4gw.waveforms.cbc.utils) ml4gw module ml4gw.augmentations module ml4gw.constants module ml4gw.dataloading module ml4gw.dataloading.chunked_dataset module ml4gw.dataloading.hdf5_dataset module ml4gw.dataloading.in_memory_dataset module ml4gw.distributions module ml4gw.gw module ml4gw.nn module ml4gw.nn.autoencoder module ml4gw.nn.autoencoder.base module ml4gw.nn.autoencoder.convolutional module ml4gw.nn.autoencoder.skip_connection module ml4gw.nn.autoencoder.utils module ml4gw.nn.norm module ml4gw.nn.resnet module ml4gw.nn.resnet.resnet_1d module ml4gw.nn.resnet.resnet_2d module ml4gw.nn.streaming module ml4gw.nn.streaming.online_average module ml4gw.nn.streaming.snapshotter module ml4gw.spectral module ml4gw.transforms module ml4gw.transforms.iirfilter module ml4gw.transforms.pearson module ml4gw.transforms.qtransform module ml4gw.transforms.scaler module ml4gw.transforms.snr_rescaler module ml4gw.transforms.spectral module ml4gw.transforms.spectrogram module ml4gw.transforms.spline_interpolation module ml4gw.transforms.transform module ml4gw.transforms.waveforms module ml4gw.transforms.whitening module ml4gw.types module ml4gw.utils module ml4gw.utils.interferometer module ml4gw.utils.slicing module

ml4gw.waveforms module ml4gw.waveforms.adhoc module ml4gw.waveforms.adhoc.ringdown module ml4gw.waveforms.adhoc.sine_gaussian module ml4gw.waveforms.cbc module ml4gw.waveforms.cbc.coefficients module ml4gw.waveforms.cbc.phenom_d module ml4gw.waveforms.cbc.phenom_d_data module ml4gw.waveforms.cbc.phenom_p module ml4gw.waveforms.cbc.taylorf2 module ml4gw.waveforms.cbc.utils module ml4gw.waveforms.conversion module ml4gw.waveforms.generator module module ml4gw ml4gw.augmentations ml4gw.constants ml4gw.dataloading ml4gw.dataloading.chunked_dataset ml4gw.dataloading.hdf5_dataset ml4gw.dataloading.in_memory_dataset ml4gw.distributions ml4gw.gw ml4gw.nn ml4gw.nn.autoencoder ml4gw.nn.autoencoder.base ml4gw.nn.autoencoder.convolutional ml4gw.nn.autoencoder.skip_connection ml4gw.nn.autoencoder.utils ml4gw.nn.norm ml4gw.nn.resnet ml4gw.nn.resnet.resnet_1d ml4gw.nn.resnet.resnet_2d ml4gw.nn.streaming ml4gw.nn.streaming.online_average ml4gw.nn.streaming.snapshotter ml4gw.spectral ml4gw.transforms ml4gw.transforms.iirfilter ml4gw.transforms.pearson ml4gw.transforms.qtransform ml4gw.transforms.scaler ml4gw.transforms.snr_rescaler ml4gw.transforms.spectral ml4gw.transforms.spectrogram ml4gw.transforms.spline_interpolation ml4gw.transforms.transform ml4gw.transforms.waveforms ml4gw.transforms.whitening ml4gw.types ml4gw.utils ml4gw.utils.interferometer ml4gw.utils.slicing ml4gw.waveforms ml4gw.waveforms.adhoc ml4gw.waveforms.adhoc.ringdown ml4gw.waveforms.adhoc.sine_gaussian ml4gw.waveforms.cbc ml4gw.waveforms.cbc.coefficients ml4gw.waveforms.cbc.phenom_d ml4gw.waveforms.cbc.phenom_d_data ml4gw.waveforms.cbc.phenom_p ml4gw.waveforms.cbc.taylorf2 ml4gw.waveforms.cbc.utils ml4gw.waveforms.conversion ml4gw.waveforms.generator MultiResolutionSpectrogram (class in ml4gw.transforms.spectrogram)

N

normalize_by_psd() (in module ml4gw.spectral) normalize_psd() (ml4gw.transforms.transform.FittableSpectralTransform method)

ntiles() (ml4gw.transforms.qtransform.QTile method) num_kernels (ml4gw.dataloading.in_memory_dataset.InMemoryDataset property) nyquist (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator property)

O

OnlineAverager (class in ml4gw.nn.streaming.online_average)

outer() (in module ml4gw.gw)

P

phenom_d_amp() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_htilde() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_inspiral_amp() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_inspiral_phase() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_int_amp() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_int_phase() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_mrd_amp() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method)

phenom_d_mrd_phase() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) phenom_d_phase() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) PhenomInternal_EradRational0815() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) PhenomPCoreTwistUp() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) PhenomPOneFrequency() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) phP_get_fRD_fdamp() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) plus() (in module ml4gw.gw) PowerLaw (class in ml4gw.distributions)

Q

QScan (class in ml4gw.transforms.qtransform)

QTile (class in ml4gw.transforms.qtransform)

R

RateEvolution (class in ml4gw.distributions) ResNet1D (class in ml4gw.nn.resnet.resnet_1d) ResNet2D (class in ml4gw.nn.resnet.resnet_2d) reweight_snrs() (in module ml4gw.gw) rho1_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) rho2_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) rho3_fun() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method)

Ringdown (class in ml4gw.waveforms.adhoc.ringdown) ringdown_time_bound() (in module ml4gw.waveforms.cbc.utils) rotate_y() (in module ml4gw.waveforms.conversion) rotate_z() (in module ml4gw.waveforms.conversion) rsample() (ml4gw.distributions.Cosine method) (ml4gw.distributions.DeltaFunction method) (ml4gw.distributions.UniformComovingVolume method)

S

sample_batch() (ml4gw.dataloading.hdf5_dataset.Hdf5TimeSeriesDataset method) sample_fnames() (ml4gw.dataloading.hdf5_dataset.Hdf5TimeSeriesDataset method) sample_kernels() (in module ml4gw.utils.slicing) semi_major_minor_from_e() (in module ml4gw.waveforms.adhoc.sine_gaussian) shift_responses() (in module ml4gw.gw) ShiftedPearsonCorrelation (class in ml4gw.transforms.pearson) sigma1Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) sigma2Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) sigma3Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) sigma4Fit() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) SignalInverter (class in ml4gw.augmentations) SignalReverser (class in ml4gw.augmentations) Sine (class in ml4gw.distributions) SineGaussian (class in ml4gw.waveforms.adhoc.sine_gaussian)

SingleQTransform (class in ml4gw.transforms.qtransform) size (ml4gw.waveforms.generator.TimeDomainCBCWaveformGenerator property) SkipConnection (class in ml4gw.nn.autoencoder.skip_connection) slice_kernels() (in module ml4gw.utils.slicing) Snapshotter (class in ml4gw.nn.streaming.snapshotter) SnrRescaler (class in ml4gw.transforms.snr_rescaler) spectral_density() (in module ml4gw.spectral) SpectralDensity (class in ml4gw.transforms.spectral) SpinWeightedY() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method) SplineInterpolate (class in ml4gw.transforms.spline_interpolation) subtract3PNSS() (ml4gw.waveforms.cbc.phenom_d.IMRPhenomD method) support (ml4gw.distributions.PowerLaw attribute) (ml4gw.distributions.UniformComovingVolume attribute) support() (ml4gw.distributions.LogNormal method)

T

taylor_t2_timing_0pn_coeff() (in module ml4gw.waveforms.cbc.coefficients) taylor_t2_timing_2pn_coeff() (in module ml4gw.waveforms.cbc.coefficients) taylor_t2_timing_4pn_coeff() (in module ml4gw.waveforms.cbc.coefficients) taylor_t3_frequency_0pn_coeff() (in module ml4gw.waveforms.cbc.coefficients) TaylorF2 (class in ml4gw.waveforms.cbc.taylorf2)

taylorf2_amplitude() (ml4gw.waveforms.cbc.taylorf2.TaylorF2 method) taylorf2_htilde() (ml4gw.waveforms.cbc.taylorf2.TaylorF2 method) taylorf2_phase() (ml4gw.waveforms.cbc.taylorf2.TaylorF2 method) TimeDomainCBCWaveformGenerator (class in ml4gw.waveforms.generator) truncate_inverse_power_spectrum() (in module ml4gw.spectral)

U

unfold_windows() (in module ml4gw.utils.slicing)

UniformComovingVolume (class in ml4gw.distributions)

W

WaveformProjector (class in ml4gw.transforms.waveforms) WaveformSampler (class in ml4gw.transforms.waveforms)

Whiten (class in ml4gw.transforms.whitening) whiten() (in module ml4gw.spectral) WignerdCoefficients() (ml4gw.waveforms.cbc.phenom_p.IMRPhenomPv2 method)

X

XLALSimInspiralL_2PN() (in module ml4gw.waveforms.conversion)

XLALSimInspiralLN() (in module ml4gw.waveforms.conversion)

Z

zeroth_order() (ml4gw.transforms.spline_interpolation.SplineInterpolate method)