API Reference

• pydpf.Kalman
  • pydpf.Kalman.KalmanFilter
• pydpf.base
  • pydpf.base.DivergenceError
  • pydpf.base.Module
  • pydpf.base.cached_property
  • pydpf.base.constrained_parameter
• pydpf.conditional_resampling
  • pydpf.conditional_resampling.ConditionalResampler
• pydpf.datautils
  • pydpf.datautils.StateSpaceDataset
  • pydpf.datautils.StateSpaceSubset
• pydpf.deserialisation
• pydpf.distributions
• pydpf.distributions.Gaussian
  • pydpf.distributions.Gaussian.ConditionalGaussian
  • pydpf.distributions.Gaussian.LinearGaussian
  • pydpf.distributions.Gaussian.MultivariateGaussian
  • pydpf.distributions.Gaussian.StandardGaussian
• pydpf.distributions.base
  • pydpf.distributions.base.Distribution
• pydpf.distributions.kde
  • pydpf.distributions.kde.CompoundDistribution
  • pydpf.distributions.kde.KernelMixture
• pydpf.distributions.vonMises
  • pydpf.distributions.vonMises.VonMises
• pydpf.filtering
  • pydpf.filtering.DPF
  • pydpf.filtering.KernelDPF
  • pydpf.filtering.MarginalDPF
  • pydpf.filtering.MarginalParticleFilter
  • pydpf.filtering.MarginalSoftDPF
  • pydpf.filtering.MarginalStopGradientDPF
  • pydpf.filtering.MarginalStraightThroughDPF
  • pydpf.filtering.OptimalTransportDPF
  • pydpf.filtering.ParticleFilter
  • pydpf.filtering.SIS
  • pydpf.filtering.SoftDPF
  • pydpf.filtering.StopGradientDPF
  • pydpf.filtering.StraightThroughDPF
• pydpf.gradient_regularisation
• pydpf.model_based_api
  • pydpf.model_based_api.FilteringModel
• pydpf.optimal_transport
• pydpf.outputs
  • pydpf.outputs.ElBO_Loss
  • pydpf.outputs.FilteringMean
  • pydpf.outputs.LogLikelihoodFactors
  • pydpf.outputs.MSE_Loss
  • pydpf.outputs.NegLogDataLikelihood_Loss
  • pydpf.outputs.PredictiveMean
  • pydpf.outputs.State
  • pydpf.outputs.Weight
• pydpf.resampling
  • pydpf.resampling.KernelResampler
  • pydpf.resampling.MultinomialResampler
  • pydpf.resampling.OptimalTransportResampler
  • pydpf.resampling.SoftResampler
  • pydpf.resampling.StopGradientResampler
  • pydpf.resampling.SystematicResampler
• pydpf.utils
  • pydpf.utils.doc_function
  • pydpf.utils.set_deterministic_mode