RUL & Predictive Maintenance Starter Kit (Python)
Clean, commented notebooks for remaining-useful-life prediction on the NASA C-MAPSS dataset, from data preparation to LSTM models.
What will be included
- Data loading and preprocessing notebooks for C-MAPSS
- Baseline models and an LSTM/1D-CNN model
- Evaluation with RMSE and the standard scoring function
- A short write-up you can adapt for a thesis chapter or FYP report