Competition-oriented framework for interactive feature engineering and building reproducible pipelines
Project description
kts
kts
is the first competition-oriented framework for interactive feature engineering and building reproducible pipelines.
Getting started
To get the latest version of the framework, you can either use pip
or download the source code via git clone
:
$ pip3 install kts
or
$ git clone github.com/konodyuk/kts.git
The second option is better only if you want to download our example.
After installation you need to initialize your kts project:
$ cd project/
$ kts init
We highly recommend that you use an empty folder for that, but if you want to use already downloaded data, ensure that it is stored in project/input
and follow the instructions.
Example
To get used to kts interface, run the example notebook. It contains a full data processing cycle with kts. Of course, the example is not comprehensive, so don't hesitate to ask me any questions.
Leave your bug reports in the issues.
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