agmodeling

Agmodeling
===========
Statistical modeling tools, to unify model creation and scoring based on python

package agmodeling.setscoring implements a part of the SET method for comparing
sensor output as described by :

An Evaluation Tool Kit of Air Quality 1 Micro-Sensing Units 
(Barak Fishbain1,Uri Lerner, Nuria Castell-Balaguer)



What's New
===========
- (2022/10) correct behavior when DummyRegressor usage (v 0.10)
- (2022/10) change the way to calculate NRMSE (v 0.9)
- (2022/09) logging configuration added  (v 0.8)
- (2022/09) introducing get_detailed_score() returning all coef  (v 0.7)
            + move to python logger
- (2022/09) correction of warning after pandas version evolution (v 0.6)
- (2019/08) python 3 support (v 0.4)
- (2018/11) First version (v 0.3)



Dependencies
=============

Agmodeling is written to be use with python 2.7 and python 3.6
It requires Pandas, numpy and  scipy
It requires `Pandas`::

    pip install pandas
    pip install numpy
    pip install scipy
    
    
Installations
=============

    pip install agmodeling
    

Uses cases
==========