Popular repositories Loading

1. Fault-Detection-HVAC Fault-Detection-HVAC Public

   Python Source code and datasets used in my doctoral dissertation - Detection of faults in HVAC systems using tree-based ensemble models and dynamic thresholds

   Jupyter Notebook 10 3

2. ML-construction-cost-prediction ML-construction-cost-prediction Public

   In this work, we compared the predictive capabilities of six different machine learning algorithms - linear regression, random forest, extreme gradient boosting, light gradient boosting, and natura…

   Jupyter Notebook 8 4

3. Data-Advanced-machine-learning-techniques-for-building-performance-simulation---A-comparative-analys Data-Advanced-machine-learning-techniques-for-building-performance-simulation---A-comparative-analys Public

   Dataset related to the manuscript "Advanced machine learning techniques for building performance simulation - A comparative analysis"

   1

4. Prediction-Concrete-Compressive-Strength Prediction-Concrete-Compressive-Strength Public

   Jupyter Notebook 1 1

5. EM_XGB EM_XGB Public

   Energy modeling of buildings using XGBoost

   R

6. Statistical_Model_Validation Statistical_Model_Validation Public

   This repository contains original data files for energy modeling using Support Vector Machine Regression. This predicted data from the model was compared with the actual data so as to analyze the l…