Metadata-Version: 2.1
Name: describer_ml
Version: 0.2
Summary: A set of descriptive statistics and hypothesis tests
Home-page: https://github.com/EricSchles/describer_ml
Author: Eric Schles
Author-email: ericschles@gmail.com
License: MIT
Description: # Descriptive Statistics and Hypothesis Tests
        
        The goal of this library is to provide a common interface for existing hypothesis tests across several frameworks as well as implement some new ones.  Additionally this library is here to provide a set of descriptive statistics that may be overlooked.
        
        ## Implemented Notions
        
        * Timeseries Data
        
        This is data with a timeseries component, therefore this data is collected over time.  Time will be one of the variables collected, on some scale
        
        * Geo Spatial Data
        
        This is data with a geospatial component, therefore this data is collected with coordinates of some kind.  It is likely latitude and longitude or some variant there of will be present in data sets of this kind.
        
        * Numeric Data 
        
        This is data without time or geospatial structure.  For now it is the blanket for all other data.  If a better name is decided upon, it will be used in this names place.
        
        * Image Data
        
        This is data from images that has been transformed via some feature engineering to numbers or possibly the raw pixels in some scale, likely RGB or Grey scale.
        
        * Text Data
        
        This is textual data that has been transformed via some feature engineering to numbers.
        
        
        ## Known Installation Issues
        
        If you get `ModuleNotFoundError: No module named 'tkinter'`:
        
        Since this library relies on pysal, it relies on tkinter.  Tkinter is a weird library in that it isn't pip installable.  On some systems it comes pre-installed, on others it does not.  For ubuntu the fix is:
        
        `sudo apt-get install idle3`
        
        This is the only way I've found to install tkinter for python 3.  This library does not offer python 2 support so I won't discuss installation for that version.
        
        
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
