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cmdstanpy

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CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.

Installation

To install this package, run one of the following:

Conda
$conda install anaconda::cmdstanpy

Usage Tracking

1.1.0
1 / 8 versions selected
Downloads (Last 6 months): 0

Description

CmdStanPy is a lightweight pure-Python interface to CmdStan which provides access to the Stan compiler and all inference algorithms. It supports both development and production workflows. Because model development and testing may require many iterations, the defaults favor development mode and therefore output files are stored on a temporary filesystem. Non-default options allow all aspects of a run to be specified so that scripts can be used to distributed analysis jobs across nodes and machines.

About

Summary

CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.

Last Updated

May 24, 2023 at 13:37

License

BSD-3-Clause

Total Downloads

8.2K

Supported Platforms

linux-ppc64le
macOS-arm64
linux-64
linux-aarch64
linux-s390x
macOS-64
win-64