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
Contact and Support
InferPy
Docs
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inferpy
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inferpy
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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