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1. rul-prediction-api rul-prediction-api Public

   FastAPI + Docker REST API serving an XGBoost bearing RUL predictor part of a complete SHM pipeline

   Python

2. bearing-rul-prediction bearing-rul-prediction Public

   Supervised RUL prediction from raw bearing vibration FEMTO + IMS, Linear Regression / Random Forest / XGBoost / LSTM compared bearing-wise

   Jupyter Notebook

3. vibration-anomaly-detection vibration-anomaly-detection Public

   Semi-supervised bearing anomaly detection from raw vibration signals FEMTO + IMS datasets, Rolling RMS / Isolation Forest / One-Class SVM / LSTM Autoencoder

   Jupyter Notebook

4. ecg-heartbeat-classification ecg-heartbeat-classification Public

   ECG heartbeat classification on the MIT‑BIH Kaggle dataset using SciPy signal features vs a 1‑D CNN, with careful imbalance handling and leakage checks. kaggle +1

   Jupyter Notebook

5. surrogate-shm-api surrogate-shm-api Public

   FastAPI and Docker service that serves XGBoost surrogate predictions for cantilever beam structural responses

   Python

6. surrogate-shm-model surrogate-shm-model Public

   Data-driven surrogate model replacing FEM cantilever beam simulation with XGBoost and MLP millisecond inference at FEM-level accuracy

   Jupyter Notebook