Machine Learning models for obtaining WQI: a study in Billings Reservoir

Machine Learning research project done at UFABC

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
data		data
images		images
1-wqi_preprocessing_billings_reservoir_data.ipynb		1-wqi_preprocessing_billings_reservoir_data.ipynb
2-ml_wqi_feature_selection_billings.ipynb		2-ml_wqi_feature_selection_billings.ipynb
3-less_params_ml_wqi_prediction_billings.ipynb		3-less_params_ml_wqi_prediction_billings.ipynb
3params_targets1.csv		3params_targets1.csv
3params_targets2.csv		3params_targets2.csv
4-less_params_ml_wqi_prediction_billings.ipynb		4-less_params_ml_wqi_prediction_billings.ipynb
5-plot_metrics_results.ipynb		5-plot_metrics_results.ipynb
6-plot_metrics_results.ipynb		6-plot_metrics_results.ipynb
README.md		README.md
main_file.py		main_file.py
metrics1.json		metrics1.json
metrics2.json		metrics2.json
tabela_completa_ordenada(1).csv		tabela_completa_ordenada(1).csv
targets1.csv		targets1.csv
targets2.csv		targets2.csv

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