Sakkara

Sakkara is a framework for simplifying the creation of probabilistic models in PyMC.

Installation

Recommended is to first install PyMC via conda.

Then, install Sakkara via pip or poetry:

pip install sakkara

Getting started

Check out the example notebooks at FraunhoferChalmersCentre/sakkara-examples.

API

Components

• DistributionComponent
• FunctionComponent
• GroupComponent
• DeterministicComponent
• Likelihood
• MinibatchLikelihood
• FixedValueComponent
• UnrepeatableComponent
• DataComponent
• ModelComponent
• MathOpBase
• Composable
• HierarchicalComponent
• MinibatchComponent
• Reshaper

Miscellaneous

• build()
• data_components()
• f_

Relation utils

• Group
• Representation
• UnrepeatableRepresentation
• TensorRepresentation
• MinimalTensorRepresentation
• GroupSet
• get_parent_df()
• init()

Indices and tables

• Index

• Module Index

• Search Page