Data science project with regression task for machine learning.
At this time our team has been developing web-service for this library.
Documentation is in the Wiki.
You'll need Python 3.6 or newer.
git clone https://github.com/robot-lab/tinkoff-optimization-of-procurement.git
or you can download library directly from main page of repository.
After installing the library, you can easily run simply script, for example:
from mlalgorithms import shell
sh = shell.Shell()
sh.train("data/tinkoff/train.csv")
test_result, quality = sh.test()
print(f"Metric: {test_result}")
print(f"Quality satisfaction: {quality}")
sh.predict("data/tinkoff/test.csv", "data/tinkoff/menu.csv")
sh.output()
You can find more examples in the Wiki.
You have questions but don't want to create an issue? Questions about this repository can be sent to email [email protected]
.
If you have any issues, ideas or feedback, please create a new issue. Pull requests are also welcome!
Git commit messages use imperative-style messages, start with capital letter and do not have trailing commas.