CGPA Prediction
Prediction of Cumulative Grade Point Average (CGPA) - Machine Learning Complex Engineering Project of 6th Semester
Members?
- Hasnain Ali Arain
- Sadaf Jawed Farooqui
- Ibrahim Rehman
How to Use?
- Clone the repo
- Upload the files into Jupyter Notebook
- Open "CGPA Prediction - ML CEP.ipynb" file in Jupyter
- Run
- For predicting your own CGPA, at the bottom insert the year and the respective grades of the courses mentioned. Then, click on predict.
Models/Algorithms Used?
- Linear Regression
- Gradient Boosting Regressor
Other algorithms used for testing purposes are:
- Lasso Regression
- Ridge Regression
- Elastic Net Regression
- Huber Regression
- Decision Tree Regressor
- KNeighbours Regressor
Libraries, Packages, Modules, Frameworks?
- Numpy
- Pandas
- Matplotlib
- Seaborn
- Scikit Learn
- Tabulate
- Math
- Warnings
- IPywidgets