PM-time-series

predictive maintenance using ML

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
Data		Data
__pycache__		__pycache__
mlruns		mlruns
Dockerfile		Dockerfile
README.md		README.md
api_inference.py		api_inference.py
best_xgb_model.pkl		best_xgb_model.pkl
data_drift.py		data_drift.py
feature_importances_xgb.png		feature_importances_xgb.png
index.html		index.html
predictions.log		predictions.log
predictive maintenance_ml.ipynb		predictive maintenance_ml.ipynb
predictive maintenance_nn.ipynb		predictive maintenance_nn.ipynb
predictive_maintenance_EDA.ipynb		predictive_maintenance_EDA.ipynb
predictive_maintenance_cleaning.ipynb		predictive_maintenance_cleaning.ipynb
prometheus.yml		prometheus.yml
requirements.txt		requirements.txt
retrain_dag.py		retrain_dag.py
scale_xgb.pkl		scale_xgb.pkl
test_api_inference.py		test_api_inference.py
test_data_drift.py		test_data_drift.py
test_train_pipeline.py		test_train_pipeline.py
train_pipeline.py		train_pipeline.py

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