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This repository includes the codes for the surrogate model toolbox (SMT). SMT is a Python package and is distributed under the BSD license.

Version

Version 0.1

Required packages

Scipy >= Version 1.0.0

Numpy >= Version 1.9.2

Scikit-learn >= Version 0.13.1

pyDOE >= Version 0.3.8

six

Cython

Installation

Clone the repository from github then run:

pip install -e name_folder

Tests

To run tests, first install the python testing framework using:

pip install git+https://github.com/OpenMDAO/testflo.git

and run

testflo

Usage

For examples demonstrating how to use SMT, go to the 'examples' folder.

Documentation

http://smt.readthedocs.io

Contact

This repository was created by Mohamed Amine Bouhlel and is maintained by the MDOlab.

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Surrogate Modeling Toolbox

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  • Python 95.3%
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