- Drops all the columns with type "objects"
- If there are just 2 distinct values in a column, it replaces them with boolean
- Option to select from Logistic Regression, SVM, Linear Regression, Descision Tree.
- Return a csv file to download with all the columns and the predictions column back(in case the user wants specific columns back).
Running serever locally :
$ pipenv shell
$ chmod +x run_locally.sh
$ ./run_locally.sh
If you install new pip library :
$ pip install name
$ rm requirements.txt
$ pip freeze > requirements.txt