Metadata-Version: 1.1
Name: ml_insights
Version: 0.0.4
Summary: Package to understand ML Models
Home-page: http://ml-insights.readthedocs.io/en/latest/
Author: Ramesh Sampath / Brian Lucena
Author-email: .
License: MIT license
Description: ML Insights
        ===========
        
        Package to understand ML Models
        
        Installation:
        -------------
        
        .. code-block:: bash
        
            $ pip install ml_insights
        
        
        Usage:
        ------
        
        .. code-block:: python
        
            >>> import ml_insights as mli
            >>> xray = mli.ModelXRay(model, data)
        
        
        Examples:
        ---------
        
        `Notebook Examples and Useage <examples/>`_
        
        
        Documentation:
        --------------
        
        https://ml-insights.readthedocs.io.
        
        Source:
        -------
        
        https://github.com/numeristical/introspective.
        
        License:
        --------
        
        Free software: `MIT license <LICENSE>`_
        
        Developed By:
        ------------
        
        * Brian Lucena
        * Ramesh Sampath
        
        References
        --------
        
        Alex Goldstein, Adam Kapelner, Justin Bleich, and Emil Pitkin. 2014. Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation. Journal of Computational and Graphical Statistics (March 2014)
        
        
        =======
        History
        =======
        
        0.0.1 (2016-11-01)
        ------------------
        
        * First release on PyPI.
        
        
        0.0.2 (2016-11-02)
        ------------------
        
        * Added Path between Points to ModelXRay.
        
Keywords: ml_insights
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
