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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
  • Logistic Normal Topic Models
    • An introduction to topic models and Latent Dirichlet Allocation
    • Logistic Normal Topic Model in ZhuSuan
    • Inference
    • Evaluation

API Docs

  • zhusuan.distributions
    • Distribution
    • Normal
    • Bernoulli
    • Beta
    • Exponential
    • Gamma
    • Laplace
    • Logistic
    • Poisson
    • StudentT
    • Uniform
    • FlowDistribution
    • utils
  • zhusuan.framework
    • BayesianNet
    • StochasticTensor
  • zhusuan.variational
    • ELBO
    • ImportanceWeightedObjective
  • zhusuan.mcmc
    • SGMCMC
    • SGLD
    • PSGLD
    • SGHMC
  • zhusuan.invertible
    • RevNet
    • RevSequential
    • Coupling
    • MaskCoupling
    • Scaling
    • MaskedLinear
    • MADE

Community

  • Contributing
ZhuSuan
  • Overview: module code

All modules for which code is available

  • zhusuan.distributions.base
  • zhusuan.distributions.bernoulli
  • zhusuan.distributions.beta
  • zhusuan.distributions.exponential
  • zhusuan.distributions.flow_distribution
  • zhusuan.distributions.gamma
  • zhusuan.distributions.laplace
  • zhusuan.distributions.logistic
  • zhusuan.distributions.normal
  • zhusuan.distributions.poisson
  • zhusuan.distributions.studentT
  • zhusuan.distributions.uniform
  • zhusuan.distributions.utils
  • zhusuan.framework.bn
  • zhusuan.framework.stochastic_tensor
  • zhusuan.invertible.base
  • zhusuan.invertible.coupling
  • zhusuan.invertible.made
  • zhusuan.invertible.scaling
  • zhusuan.invertible.sequential
  • zhusuan.mcmc.SGHMC
  • zhusuan.mcmc.SGLD
  • zhusuan.mcmc.SGMCMC
  • zhusuan.utils
  • zhusuan.variational.elbo
  • zhusuan.variational.importance_weighted_objective

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