elfi


Nameelfi JSON
Version 0.8.7 PyPI version JSON
download
home_pagehttp://elfi.readthedocs.io
SummaryELFI - Engine for Likelihood-free Inference
upload_time2023-09-21 10:32:01
maintainer
docs_urlNone
authorELFI authors
requires_python
licenseBSD
keywords abc likelihood-free statistics
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            ELFI is a statistical software package for likelihood-free inference (LFI) such as
Approximate Bayesian Computation (ABC_). The term LFI refers to a family of inference
methods that replace the use of the likelihood function with a data generating simulator
function. Other names or related approaches to LFI include simulator-based inference,
approximate Bayesian inference, indirect inference, etc.

ELFI features an easy to use syntax and supports parallelized inference out of the box.

.. _ABC: https://en.wikipedia.org/wiki/Approximate_Bayesian_computation



            

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