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redictive-maintenance

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ananttripathi / engine-pm-project

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End-to-end MLOps project for predictive maintenance using engine sensor data. Includes data versioning on Hugging Face, MLflow experiment tracking, CI/CD with GitHub Actions, and Dockerized Streamlit deployment for real-time engine failure classification.

python docker machine-learning scikit-learn classification sensor-data mlops mlflow github-actions huggingface streamlit end-to-end-ml redictive-maintenance
  • Updated Mar 8, 2026
  • Jupyter Notebook

dfsd0001 / TrabajoColaborativo-S4

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Taller XAI — Prediccion de fallas industriales con Regresion Logistica, Arbol de Decision y Random Forest. Aplicacion de 4 tecnicas de explicabilidad: SHAP, coeficientes, visualizacion de arbol y Permutation Importance. Incluye mitigacion de sesgo con SMOTE y reflexion etica. Dataset: AI4I 2020 (UCI).

python machine-learning jupyter random-forest scikit-learn smote xai shap explainability redictive-maintenance
  • Updated May 22, 2026
  • Jupyter Notebook

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