Metadata-Version: 1.1
Name: ml_insights
Version: 0.0.5
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
        
        
        Disclaimer
        ==========
        
        We have tested this tool to the best of my ability, but understand that it may have bugs. Use at your own risk!
        
        
        Installation
        =============
        
        .. code-block:: bash
        
            $ pip install ml_insights
        
        
        Usage
        ======
        
        .. code-block:: python
        
            >>> import ml_insights as mli
            >>> xray = mli.ModelXRay(model, data)
        
        
        Source
        ======
        
        Find the latest version on github: https://github.com/numeristical/introspective
        
        Feel free to fork and contribute!
        
        Documentation
        ==============
        
        - `API Docs <https://ml-insights.readthedocs.io>`_
        - `Notebook Examples and Usage <examples/>`_
        
        Requirements
        ============
        
        Python
        ------
        Python 2.7 and 3.4+
        
        
        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.
        
        
        0.0.4 (2016-11-11)
        ------------------
        
        - 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
