1.0

Quick Start

  • Getting Started:
    • Installation
    • 30 seconds to InferPy
  • Guiding Principles
    • Features
    • Architecture
  • Requirements
    • Python
    • Edward
    • Tensorflow
    • Numpy

Guides

  • Guide to Building Probabilistic Models
    • Getting Started with Probabilistic Models
    • Random Variables
    • Probabilistic Models
    • Supported Probability Distributions
      • Bernoulli
      • Beta
      • Categorical
      • Deterministic
      • Dirichlet
      • Exponential
      • Gamma
      • Inverse-gamma
      • Laplace
      • Multinomial
      • Multivariate-Normal
      • Normal
      • Poisson
      • Uniform
  • Guide to Approximate Inference
    • Getting Started with Approximate Inference
    • Compositional Inference
    • Supported Inference Methods
  • Guide to Model Validation
  • Guide to Data Handling

Model Zoo

  • Probabilistic Model Zoo
    • Bayesian Linear Regression
    • Bayesian Logistic Regression
    • Bayesian Multinomial Logistic Regression
    • Mixture of Gaussians
    • Linear Factor Model (PCA)
    • PCA with ARD Prior (PCA)
  • Inferpy vs Edward
    • Bayesian Linear Regression
    • Gaussian Mixture
    • Logistic Regression
    • Multinomial Logistic Regression
    • Linear Factor Model (PCA)
    • PCA with ARD Prior (PCA)

Package Reference

  • inferpy package
    • Subpackages
      • inferpy.criticism package
        • Submodules
        • inferpy.criticism.evaluate module
      • inferpy.inferences package
        • Submodules
        • inferpy.inferences.inference module
        • inferpy.inferences.qmodel module
      • inferpy.models package
        • Submodules
        • inferpy.models.deterministic module
        • inferpy.models.factory module
        • inferpy.models.prob_model module
        • inferpy.models.random_variable module
        • inferpy.models.replicate module
      • inferpy.util package
        • Submodules
        • inferpy.util.error module
        • inferpy.util.format module
        • inferpy.util.ops module
        • inferpy.util.runtime module
        • inferpy.util.wrappers module
    • Submodules
    • inferpy.version module
  • inferpy.criticism package
    • Submodules
    • inferpy.criticism.evaluate module
  • inferpy.inferences package
    • Submodules
    • inferpy.inferences.inference module
    • inferpy.inferences.qmodel module
  • inferpy.models package
    • Submodules
    • inferpy.models.deterministic module
    • inferpy.models.factory module
    • inferpy.models.prob_model module
    • inferpy.models.random_variable module
    • inferpy.models.replicate module
  • inferpy.util package
    • Submodules
    • inferpy.util.error module
    • inferpy.util.format module
    • inferpy.util.ops module
    • inferpy.util.runtime module
    • inferpy.util.wrappers module

Other

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