Clean set of scripts for using Ollama or OpenWebUI portably, PC to PC.
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Jun 20, 2025 - Batchfile
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potability
Here are 6 public repositories matching this topic...
Machine learning-based classification of water potability using physicochemical properties. Includes preprocessing, model comparison, and ensemble learning techniques for improved prediction accuracy.
machine-learning sklearn xgboost data-analysis water-quality ensemble-learning classificaton potability
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Nov 2, 2024 - Python
Study of a model to evaluate potability of water samples.
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Apr 2, 2023 - Jupyter Notebook
"Projeto utiliza SVM Linear para prever a potabilidade da água a partir de indicadores físico-químicos, aplicando validação cruzada e métricas como acurácia e ROC AUC para garantir resultados confiáveis."
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Oct 6, 2025 - Jupyter Notebook
Reproducible data science pipeline to evaluate whether physicochemical water parameters can predict potability, including missingness mechanism assessment, cleaning, SQL exploration, and non-linear modeling.
python data-science sql random-forest reproducible-research sqlite scikit-learn exploratory-data-analysis water-quality logistic-regression missing-data machine-learning- mcar potability
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Feb 20, 2026 - Jupyter Notebook
Predicts water potability using SVC and provides a Gradio interface for user input.
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Jan 19, 2026 - Python
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