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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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Filename, size & hash SHA256 hash help File type Python version Upload date
kts-0.1.47-py3-none-any.whl (28.0 kB) Copy SHA256 hash SHA256 Wheel py3
kts-0.1.47.tar.gz (19.9 kB) Copy SHA256 hash SHA256 Source None

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