agmodeling 0.10

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

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