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Merge pull request #8 from sandialabs/7-update-release-information-on-readme-and-documentation
7 update release information on readme and documentation
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README.md

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## Overview
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The Python Toolkit for Uncertainty Quantification (PyTUQ) is a Python-only collection of libraries and tools designed for quantifying uncertainty in computational models. PyTUQ offers a range of UQ functionalities, including Bayesian inference and linear regression methods, polynomial chaos expansions, and global sensitivity analysis methods. PyTUQ features advanced techniques for dimensionality reduction, such as SVD and Karhunen-Loeve expansions, along with various MCMC methods for calibration and inference. The toolkit also includes robust classes for multivariate random variables and integration techniques, making it a versatile resource for researchers and practitioners seeking to quantify uncertainty in their numerical predictions.
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The Python Toolkit for Uncertainty Quantification (PyTUQ) is a Python-only collection of libraries and tools designed for quantifying uncertainty in computational models. PyTUQ offers a range of UQ functionalities, including Bayesian inference and linear regression methods, polynomial chaos expansions, and global sensitivity analysis methods. PyTUQ features advanced techniques for dimensionality reduction, such as SVD and Karhunen-Loeve expansions, along with various MCMC methods for calibration and inference. The toolkit also includes robust classes for multivariate random variables and integration techniques, making it a versatile resource for researchers and practitioners seeking to quantify uncertainty in their numerical predictions. To explore the PyTUQ documentation and learn more, visit our website [here](https://sandialabs.github.io/pytuq/).
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## Dependencies
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PyTUQ requires:

docs/conf.py

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except Exception:
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import traceback
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traceback.print_exc()
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version = release = "0.1.0"
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version = release = "1.0.0"
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# -- General configuration ---------------------------------------------------
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# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration

docs/index.rst

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.. _PyTUQ: https://github.com/sandialabs/pytuq
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**Date**: |today| **Version**: |version|
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**Last Updated**: |today| **Version**: |version|
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Hello, :ref:`PyTUQ <PyTUQ>` is a Python-only toolkit for uncertainty quantification in computational models.
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To explore the modules offered by PyTUQ, use the navigation panel on the left or below.

pyproject.toml

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[project]
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name = "pytuq"
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version = "0.1.0"
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version = "1.0.0"
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description = "Python-only set of tools for uncertainty quantification."
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authors = [
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{name = "Khachik Sargsyan"},

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