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CITATION.cff
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: McBackend
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Michael
family-names: Osthege
email: [email protected]
orcid: 'https://orcid.org/0000-0002-2734-7624'
affiliation: Forschungszentrum Jülich GmbH
- name: PyMC Developers
website: 'https://www.pymc.io/'
repository-code: 'https://github.com/pymc-devs/mcbackend'
abstract: >-
McBackend is an abstraction of backends for storing MCMC
draws. It encodes MCMC run metadata using protocol
bufferes, and comes with various backend implementation
such as an in-memory backend, or one for streaming MCMC
draws to a ClickHouse database. The backends store not
only MCMC draws but also sampler statistics, and are
compatible with sparse data, or varying dimensionality.
MCMC chains stored with McBackend can be queried directly,
or convert to the popular ArviZ InferenceData objects.
keywords:
- mcmc
- arviz
- pymc
license: AGPL-3.0
commit: 5dca137855e650848920cbfc8cd095d15a5378a9
version: 0.5.0
date-released: '2023-03-30'