This is a custom forward-backward stepwise regression with python.
- Python 3.6+
- statsmodels 0.13.2
- scipy 1.9.3
- pandas 1.4.4
- numpy 1.23.4
- sklearn 1.0.2
The version requirements for pandas, numpy and sklearn are not strict, but you should try to install the above versions of scipy and statsmodels, because under certain versions, the two can be installed normally, but there will be version conflicts when running.
- Configure the environment
- Prepare the data
- Run main.py
House Prices - Advanced Regression Techniques