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