Recursive Bayesian Networks

Contents:

• Recursive Bayesian Networks
  • Inside Probabilities
    • Binary Case
    • General Case
    • Non-Sequential Case
  • Outside Probabilities
  • Marginal Likelihood
  • Parsing
• Gallery and Examples
• API Summary
  • rbnet
    • rbnet.autoencoder
      • rbnet.autoencoder.AutoencoderCell
      • rbnet.autoencoder.AutoencoderNonTermVar
      • rbnet.autoencoder.AutoencoderPrior
      • rbnet.autoencoder.AutoencoderTransition
    • rbnet.base
      • rbnet.base.main
      • rbnet.base.Cell
      • rbnet.base.NonTermVar
      • rbnet.base.Prior
      • rbnet.base.RBN
      • rbnet.base.Transition
    • rbnet.multivariate_normal
      • rbnet.multivariate_normal.ApproximateMixture
      • rbnet.multivariate_normal.MultivariateNormal
      • rbnet.multivariate_normal.PairwiseProduct
      • rbnet.multivariate_normal.Product
    • rbnet.pcfg
      • rbnet.pcfg.AbstractedPCFG
      • rbnet.pcfg.DiscreteBinaryNonTerminalTransition
      • rbnet.pcfg.DiscreteCell
      • rbnet.pcfg.DiscreteNonTermVar
      • rbnet.pcfg.DiscretePrior
      • rbnet.pcfg.DiscreteTerminalTransition
      • rbnet.pcfg.ExpandedPCFG
      • rbnet.pcfg.PCFG
      • rbnet.pcfg.StaticCell
    • rbnet.sequential
      • rbnet.sequential.SequentialBinaryTransition
      • rbnet.sequential.SequentialRBN
      • rbnet.sequential.SequentialTerminalTransition
    • rbnet.util
      • rbnet.util.as_detached_tensor
      • rbnet.util.ensure_is_floating_point
      • rbnet.util.log_normalize
      • rbnet.util.normalize_non_zero
      • rbnet.util.plot_grad
      • rbnet.util.plot_vec
      • rbnet.util.ConstrainedModuleList
      • rbnet.util.ConstrainedModuleMixin
      • rbnet.util.LogProb
      • rbnet.util.Prob
      • rbnet.util.SequenceDataModule
      • rbnet.util.TupleTMap