mlalgorithms library

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.

Installation

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.

Example

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.

Help and support

You have questions but don't want to create an issue? Questions about this repository can be sent to email vasar007@yandex.ru.

Bug reports, feature requests and ideas

If you have any issues, ideas or feedback, please create a new issue. Pull requests are also welcome!

Contributing & style guidelines