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
1 maintainer
Metadata
1 maintainer
Release files for agmodeling 0.10
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| agmodeling-0.10.tar.gz | 72.0 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| agmodeling-0.10-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 90.0 kB
Release files / agmodeling-0.10.tar.gz
| Download URL | agmodeling-0.10.tar.gz |
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Release files / agmodeling-0.10-py3-none-any.whl
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| Tags | Python 3 |
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