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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
FAQs
Utilities for preparing Stan inputs and processing Stan outputs
We found that stanio demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
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