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1. Hybrid-Physics-ML-Residual-Modeling Hybrid-Physics-ML-Residual-Modeling Public

   Hybrid Physics-ML residual modeling approach

   Python

2. Biogas-Yield-Forecasting-using-Multivariate-LSTM Biogas-Yield-Forecasting-using-Multivariate-LSTM Public

   This project applies a Multivariate Long Short-Term Memory (LSTM) to forecast biogas yield across 10 different feedstocks

   Python

3. SHAP-SHapley-Additive-exPlanations SHAP-SHapley-Additive-exPlanations Public

   SHAP (SHapley Additive exPlanations) Integration in ML Deployments

   Python

4. Univariate-SARIMA-vs-LSTM Univariate-SARIMA-vs-LSTM Public

   Two univariate time series models were built and compared to forecast monthly electricity consumption using a single feature: Seasonal Auto Autoregressive Integrated Moving Average (SARIMA) and Lon…

   Python

5. Accuracy-Precision-Recall-Analysis Accuracy-Precision-Recall-Analysis Public

   Titanic Survival Prediction: Evaluated Logistic Regression, Support Vector Classification, and Random Forest Classifier on the Titanic dataset, comparing their accuracy, precision, and recall.

   Python

6. Email-Spam-Detection-Model-Comparison Email-Spam-Detection-Model-Comparison Public

   Compared the performance of two different email spam detection models

   Python