Credit Risk Analysis. Predictions of loan defaulters (Class Imbalanced Problem).
Open up terminal in the directory where main.py is stored and enter the below command.
python main.py
Make sure the data.csv file is present in the same directory.
The data is fetched from Kaggle:
Link to dataset: https://www.kaggle.com/wendykan/lending-club-loan-data/
If you want to use the dockerized applcation, please enter the following commands.
docker build -t some-tag .
docker run some-tag
Note: You can also go through the main Jupyter Notebook for clear representation of the plots formed in the challenge and understand my modeling better.
If the Python Notebook does not load in the browser or you see something like Sorry, something went wrong. Reload?, you can open it here.