All modules for which code is available

• sage.architecture.backend.resnet2d_cbam
• sage.architecture.backend.resnet3d_cbam
• sage.architecture.custom_losses.consistency_loss
• sage.architecture.custom_losses.gradient_balancer
• sage.architecture.custom_losses.loss_functions
• sage.architecture.frontend.mscnn1d
• sage.architecture.frontend.mscnn1d_cbam
• sage.architecture.network.consistency
• sage.architecture.network.mc_dropout
• sage.architecture.network.mscnn1d_att_resnet2d_cbam
• sage.architecture.network.mscnn1d_att_resnet3d_cbam
• sage.architecture.network.mscnn1d_catt_resnet2d_cbam
• sage.architecture.zoo.cross_attention
• sage.benchmark.mlgwsc1.evaluator
• sage.benchmark.mlgwsc1.mlgwsc1
• sage.core.base_classes
• sage.core.config
• sage.core.constants
• sage.core.conversions
• sage.core.decorators
• sage.core.detectors
• sage.core.errors
• sage.core.graph
• sage.core.interpolation
• sage.core.logger
• sage.core.manager
• sage.core.math
• sage.core.pipeline
• sage.core.seed
• sage.core.torch
• sage.core.typing
• sage.core.utils
• sage.data.noise.cma_mae_mining
• sage.data.noise.coloured_noise
• sage.data.noise.glitch_sampler
• sage.data.noise.lowfar_noise
• sage.data.noise.mlmdc_noise
• sage.data.noise.real_noise
• sage.data.noise.recolour
• sage.data.noise.white_noise
• sage.data.non_astrophysical
• sage.data.primer.get_data_release
• sage.data.primer.get_psds
• sage.data.primer.get_segments
• sage.data.primer.retry
• sage.data.psd.blackout
• sage.data.psd.generate_psd
• sage.data.psd.read_psds
• sage.data.psd.smoothing
• sage.data.waveform.approximants.IMRPhenomD
• sage.data.waveform.approximants.IMRPhenomPv2
• sage.data.waveform.approximants.IMRPhenomXAS
• sage.data.waveform.approximants.IMRPhenomXAS_NRTidalv3
• sage.data.waveform.approximants.phenom
• sage.data.waveform.approximants.phenom_data
• sage.data.waveform.approximants.sinusoid
• sage.data.waveform.constraints
• sage.data.waveform.conversions
• sage.data.waveform.distributions.angular
• sage.data.waveform.distributions.legacy
• sage.data.waveform.distributions.powerlaw
• sage.data.waveform.distributions.sky
• sage.data.waveform.distributions.snr_rescaling
• sage.data.waveform.distributions.uniform
• sage.data.waveform.multiband_grid
• sage.data.waveform.multiband_selector
• sage.data.waveform.project
• sage.data.waveform.sampler
• sage.data.waveform.snr
• sage.data.waveform.taper
• sage.data.waveform.waveform_utils
• sage.debug.plot_nrt_corner_mismatch
• sage.dsp.fft
• sage.dsp.filters
• sage.dsp.heterodyning
• sage.dsp.inverse_spectrum_truncation
• sage.dsp.multibanding
• sage.dsp.multirate_sampling
• sage.dsp.utils
• sage.dsp.welch
• sage.dsp.whiten
• sage.exec.director
• sage.factory.callbacks
• sage.factory.loss_adapters
• sage.factory.schedulers
• sage.factory.testing
• sage.factory.training
• sage.factory.validation
• sage.plotting.calibration_curve
• sage.plotting.consistency_diagnostics
• sage.plotting.correllation_matrix
• sage.plotting.cumulative_volume
• sage.plotting.density2d
• sage.plotting.diagonal_compare
• sage.plotting.efficiency2d
• sage.plotting.efficiency_curves
• sage.plotting.epoch_separation
• sage.plotting.gradient_uncertainty
• sage.plotting.joint_cdfs
• sage.plotting.learning_parameter_prior
• sage.plotting.loss_curves
• sage.plotting.manager
• sage.plotting.output_gradient
• sage.plotting.output_param_heatmap
• sage.plotting.output_trajectory
• sage.plotting.output_uncertainty
• sage.plotting.param_distribution
• sage.plotting.parameter_recovery
• sage.plotting.paramfrac_above_thresh
• sage.plotting.perturbation_sensitivity
• sage.plotting.pp_calibration
• sage.plotting.prediction_probability
• sage.plotting.prediction_raw
• sage.plotting.roc_curve
• sage.plotting.snr_confidence
• sage.presets.configs
• sage.presets.data_configs
• sage.utils.checkpoint
• sage.utils.condor
• sage.utils.decorators
• sage.utils.get_testdata_snr
• sage.utils.record_times
• sage.utils.review
• sage.utils.servers