Metadata-Version: 2.1
Name: fanalysis
Version: 0.0.1
Summary: Python module for Factorial Analysis
Home-page: UNKNOWN
Author: OlivierGarciaDev
Author-email: o.garcia.dev@gmail.com
License: UNKNOWN
Description: # fanalysis
        
        fanalysis is a Python module for Factorial Analysis distributed under the 3-Clause BSD license.
        
        With this fanalysis package, you can perform:
        - Simple Correspondence Analysis
        - Multiple Correspondence Analysis
        - Principal Components Analysis
        
        Those statistical methods can be used in two ways:
        - as descriptive methods ("datamining approach")
        - as reduction methods in scikit-learn pipelines ("machine learning approach")
        
        ## Installation
        
        ### Dependencies
        
        fanalysis requires:
        
            Python 3
            NumPy >= 1.11.0
            Matplotlib >= 2.0.0
            Scikit-learn >= 0.18.0
            Pandas >= 0.19.0
        
        ### User installation
        
        You can install fanalysis using pip:
        
            pip install fanalysis
        
        ## Running the tests
        
        After installation, you can launch the test suite from outside the source directory:
        
            python -m unittest
        
        The philosophy of the unit tests consists in comparing the outputs of fanalysis (with various combinations of parameters) with the outputs of the R FactoMineR package.
        
        ## Documentation
        
        The docstring is written in english.
        
        Tutorials are available in french:
        
            https://github.com/OlivierGarciaDev/fanalysis/blob/master/doc/ca_tutorial.ipynb
            https://github.com/OlivierGarciaDev/fanalysis/blob/master/doc/mca_tutorial.ipynb
            https://github.com/OlivierGarciaDev/fanalysis/blob/master/doc/pca_tutorial.ipynb
        
        ## Author
        
        Olivier Garcia (o.garcia.dev@gmail.com)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3
Description-Content-Type: text/markdown
