swyft API

• swyft.bounds
  • BallsBound
    • BallsBound.from_marginal_posterior()
    • BallsBound.from_state_dict()
    • BallsBound.n_parameters
    • BallsBound.sample()
    • BallsBound.volume
  • Bound
    • Bound.from_marginal_posterior()
    • Bound.from_state_dict()
    • Bound.n_parameters
    • Bound.sample()
    • Bound.volume
  • CompositBound
    • CompositBound.from_marginal_posterior()
    • CompositBound.from_state_dict()
    • CompositBound.from_weighted_samples()
    • CompositBound.n_parameters
    • CompositBound.sample()
    • CompositBound.volume
  • RectangleBound
    • RectangleBound.from_marginal_posterior()
    • RectangleBound.from_state_dict()
    • RectangleBound.n_parameters
    • RectangleBound.sample()
    • RectangleBound.volume
  • UnitCubeBound
    • UnitCubeBound.from_marginal_posterior()
    • UnitCubeBound.from_state_dict()
    • UnitCubeBound.n_parameters
    • UnitCubeBound.sample()
    • UnitCubeBound.volume
• swyft.inference
  • MarginalRatioEstimator
    • MarginalRatioEstimator.from_state_dict()
    • MarginalRatioEstimator.log_ratio()
    • MarginalRatioEstimator.train()
• swyft.networks
  • BatchNorm1dWithChannel
    • BatchNorm1dWithChannel.forward()
  • LinearWithChannel
    • LinearWithChannel.forward()
  • MarginalClassifier
    • MarginalClassifier.forward()
  • Network
    • Network.forward()
    • Network.head()
    • Network.tail()
  • ObservationTransform
    • ObservationTransform.forward()
  • OnlineDictStandardizingLayer
    • OnlineDictStandardizingLayer.forward()
  • OnlineStandardizingLayer
    • OnlineStandardizingLayer.forward()
  • ParameterTransform
    • ParameterTransform.forward()
  • ResidualNetWithChannel
    • ResidualNetWithChannel.forward()
• swyft.plot
  • corner()
  • empirical_z_score_corner()
  • hist1d()
  • plot_empirical_z_score()
  • violin()
• swyft.prior
  • Prior
    • Prior.conjugate_tensor_func()
    • Prior.from_torch_distribution()
    • Prior.from_uv()
  • PriorTruncator
    • PriorTruncator.log_prob()
    • PriorTruncator.sample()
• swyft.store
  • DaskSimulator
    • DaskSimulator.from_command()
    • DaskSimulator.from_model()
    • DaskSimulator.set_dask_cluster()
  • Dataset
    • Dataset.__getitem__()
    • Dataset.__len__()
    • Dataset.bound
    • Dataset.load()
    • Dataset.parameter_names
    • Dataset.prior
    • Dataset.requires_sim
    • Dataset.save()
    • Dataset.simulate()
    • Dataset.v
  • Simulator
    • Simulator.from_command()
    • Simulator.from_model()
  • Store
    • Store.__getitem__()
    • Store.__len__()
    • Store.add()
    • Store.any_failed
    • Store.coverage()
    • Store.directory_store()
    • Store.get_simulation_status()
    • Store.load()
    • Store.lock()
    • Store.log_lambda()
    • Store.memory_store()
    • Store.requires_sim()
    • Store.sample()
    • Store.save()
    • Store.set_simulator()
    • Store.simulate()
    • Store.to_memory()
    • Store.unlock()
    • Store.wait_for_simulations()
• swyft.utils
  • array_to_tensor()
  • get_corner_marginal_indices()
  • tupleize_marginal_indices()
• swyft.weightedmarginals
  • WeightedMarginalSamples
    • WeightedMarginalSamples.get_df()
    • WeightedMarginalSamples.get_df_dict()
    • WeightedMarginalSamples.get_logweight()
    • WeightedMarginalSamples.get_logweight_marginal()