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Tutorials

  • Basic Concepts in ZhuSuan
    • Distribution
    • BayesianNet
  • Variational Autoencoders
    • Build the model
    • Inference and learning
    • Generate images
    • Run gradient descent
  • Bayesian Neural Networks
    • Build the model
    • Inference
    • Evaluation
    • Run gradient descent

API Docs

  • zhusuan.distributions
    • Submodules
      • zhusuan.distributions.base
      • zhusuan.distributions.bernoulli
      • zhusuan.distributions.logistic
      • zhusuan.distributions.normal
  • zhusuan.framework
    • Submodules
      • zhusuan.framework.bn
      • zhusuan.framework.stochastic_tensor
  • zhusuan.variational
    • Submodules
      • zhusuan.variational.elbo
  • zhusuan.mcmc
    • Submodules
      • zhusuan.mcmc.SGLD
      • zhusuan.mcmc.SGMCMC
  • zhusuan.flows
    • Submodules
      • zhusuan.flows.flow
  • zhusuan.transforms
    • Subpackages
      • zhusuan.transforms.invertible
        • Submodules
    • Submodules
      • zhusuan.transforms.base
      • zhusuan.transforms.sequential

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