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Quick Start

  • Getting Started: 30 seconds to InferPy
  • Guiding Principles

Guides

  • Guide to Building Probabilistic Models
    • Getting Started with Probabilistic Models
    • Random Variables
    • Probabilistic Models
    • Supported Probability Distributions
  • Guide to Approximate Inference
    • Getting Started with Approximate Inference
    • Compositional Inference
    • Supported Inference Methods
  • Guide to Bayesian Deep Learning
  • Guide to Model Validation
  • Guide to Data Handling

Model Zoo

  • Probabilistic Model Zoo
    • Bayesian Linear Regression
    • Zero Inflated Linear Regression
    • Bayesian Logistic Regression
    • Bayesian Multinomial Logistic Regression
    • Mixture of Gaussians
    • Linear Factor Model (PCA)
    • PCA with ARD Prior (PCA)
    • Mixed Membership Model
    • Latent Dirichlet Allocation
    • Matrix Factorization
    • Linear Mixed Effect Model
    • Bayesian Neural Network Classifier
    • Variational Autoencoder
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© Copyright 2017, Andrés R. Masegosa, Rafael Cabañas. Revision 793a1a03.

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