Predict critical temperature to attain Superconductivity

Predicting critical temperature for superconductivity based on physical and chemical properties.

Preprocessing, EDA, feature engineering, model selection, training, and evaluation is done in notebooks/superconductivity.ipynb.

Best RMSE value of 9.5 kelvin was obtained on testing data.

Dependencies

• Numpy
• Pandas
• Scikit-learn
• XGBoost
• Matplotlib
• Seaborn