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1. Fault-Detection-and-Diagnosis-with-XAI Fault-Detection-and-Diagnosis-with-XAI Public

   This python script developed approach which uses various Explainable AI techniques to interpret the results given by fault detection and diagnosis model for Air Handling Units.

   Jupyter Notebook 8 2

2. L_T_EduTech_Hackathon_at_SHAASTRA_IITM L_T_EduTech_Hackathon_at_SHAASTRA_IITM Public

   Cracks in bridges is major concern. This project uses deep learning framework with transfer learning to develop crack detection model.

   Jupyter Notebook 1

3. FDD-with-Decision-Tree FDD-with-Decision-Tree Public

   In this project, fault detection and diagnosis model with decision tree is developed based on ASHRAE RP 1312 data. Rules generated by decision tree can be verified with domain expertise.

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4. XAI-Based-ECG-Diagnostics XAI-Based-ECG-Diagnostics Public

   In this project, deep learning model for ECG signal classification is developed. Using SHAP, outputs given by model are explained.

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5. ECG-SHAP ECG-SHAP Public

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6. Crack-Detection-App Crack-Detection-App Public

   This app aims to detect cracks in the wall, with the help of Deep learning framework

   Python