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1. IIT-KANPUR-ML-PROJECT-PREDICT-SMOKERS- IIT-KANPUR-ML-PROJECT-PREDICT-SMOKERS- Public

   A machine learning framework classifying smoker status via bio-signals, benchmarking Random Forest against baseline models with 5-fold cross-validation.

   Jupyter Notebook

2. SMART-CAMPUS-ENERGY-MANAGEMENT-SYSTEM- SMART-CAMPUS-ENERGY-MANAGEMENT-SYSTEM- Public

   IoT-integrated energy management system featuring ensemble learning models (Random Forest, Gradient Boosting) for load forecasting, automated anomaly detection, and dynamic sustainability optimizat…

   JavaScript

3. Brain_tumor_classification Brain_tumor_classification Public

   Comparative analysis of supervised learning algorithms (SVM, Random Forest, KNN) for brain tumor malignancy prediction, identifying Scaled SVM as the optimal model for medical diagnostics.

   Jupyter Notebook