Utilities for preparing Stan inputs and processing Stan outputs
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Author: Stan Dev Team
Requires Python: >=3.8
Classifiers
Programming Language
- Python :: 3
Development Status
- 4 - Beta
Operating System
- OS Independent
StanIO
A set of Python functions for data-wrangling in the formats used by the Stan probabalistic programming language.
It is primarily developed for use in cmdstanpy.
Features
- Writing Python dictionaries to Stan-compatible JSON (with optional support for using
ujsonfor faster serialization) - Basic reading of StanCSV files into numpy arrays
- Parameter extraction from numpy arrays based on StanCSV headers
- e.g., if you have a
matrix[2,3] xin a Stan program, extractingxwill give you a(num_draws, 2, 3)numpy array
- e.g., if you have a
0.5.1
Jul 08, 2024
0.5.0
Feb 12, 2024
0.4.0
Oct 11, 2023
0.3.0
Aug 25, 2023
0.2.0
Aug 14, 2023
0.1.0
Aug 14, 2023
