A copy of database.db is maintained in data/database.db, please avoid committing any of your changes to this file.
You can discard your local changes with git reset --hard HEAD before pulling. N.B. Make sure you have committed your own changes before running this command as it will wipe out any uncommitted changes from the filesystem!
- Install
pipenvfrom your distribution package manager or withpip install pipenv - Run
pipenv install --ignore-pipfileto install dependencies
Run pipenv shell and then use any of the following features:
python main.py scrape- Scrapes any new contract data from the EVE serverspython main.py summary- Print a summary of the data in the databasepython main.py random 47702- Pull a random module with type ID 47702 (abyssal stasis webifier) and print its pricing/attributespython main.py ridgereg|lassoreg 47702 2 0.001- Run Ridge|Lasso Regression with type ID 47702, features of degree 2 and alpha=0.001 and print out the mean squared error of 5-Fold cross-validationpython main.py linreg 47702- Run Linear Regression with type ID 47702 and print out the mean squared error of 5-Fold cross-validationpython main.py ridgereg-crossval|lassoreg-crossval 47702 2- Run Ridge|Lasso Regression with type ID 47702 and features of degree 2, and test alpha in [0.0001, 0.001, 0.01, 0.1, 1] using 5-Fold cross-validationpython main.py polyreg 47702 2- Run Linear Regression with type ID 47702 and polynomial features with degrees 2 print out the mean squared error of 5-Fold cross-validationpython main.py polyreg-crossval 47702- Run Linear Regression with type ID 47702 and polynomial features with degrees in ranges[1,2,3,4,5,6]and print out the mean squared error of 5-Fold cross-validation