Metadata-Version: 1.2
Name: pysampling
Version: 0.1.1
Summary: Multi-Objective Optimization in Python
Home-page: https://www.egr.msu.edu/coinlab/blankjul/pysampling/
Author: Julian Blank
Author-email: blankjul@egr.msu.edu
License: Apache License 2.0
Description: pysampling
        ====================================================================
        
        You can find the detailed documentation here: https://www.egr.msu.edu/coinlab/blankjul/pysampling/
        
        
        |travis| |python| |license|
        
        
        .. |travis| image:: https://travis-ci.com/julesy89/pysampling.svg?branch=master
           :alt: build status
           :target: https://travis-ci.com/msu-coinlab/pymoo
        
        .. |python| image:: https://img.shields.io/badge/python-3.6-blue.svg
           :alt: python 3.6
        
        .. |license| image:: https://img.shields.io/badge/license-apache-orange.svg
           :alt: license apache
           :target: https://www.apache.org/licenses/LICENSE-2.0
        
        
        
        Installation
        ============
        
        The framework is available at the PyPi Repository:
        
        .. code-block:: bash
        
            pip install -U pysampling
        
        
        Usage
        =====
        
        The method to be used for sampling using different algorithm must be
        import from pysampling.sample. Here, we use Latin Hypercube Sampling to
        generate 50 points in 2 dimensions.
        
        .. code:: python
        
            import matplotlib.pyplot as plt
            from pysampling.sample import sample
        
            X = sample("lhs", 50, 2)
        
            plt.scatter(X[:, 0], X[:, 1], s=30, facecolors='none', edgecolors='r')
            plt.show()
        
        
        
        Contact
        =======
        
        
        Feel free to contact me if you have any question:
        
        ::
        
            Julian Blank (blankjul [at] egr.msu.edu)
            Michigan State University
            Computational Optimization and Innovation Laboratory (COIN)
            East Lansing, MI 48824, USA
        
        
        
Keywords: optimization
Platform: any
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: OS Independent
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Requires-Python: >=3.6
