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This is the MML tasks plugin, providing dataset and task implementation for a bunch of datasets.

Project description

MML Tasks plugin

This plugin provides a wide range of datasets and tasks, ready to be imported.

In order to create tasks 'mml' might automatically download data. It is your responsibility to take care of the individual licensing regulations of such data and comply with them. See the respective task creators for more details.

Install

pip install mml-tasks

Some of the tasks require the kaggle API, which requires some authentication to be set up. Based on the documentation this can be done via a kaggle.json file at a location depending on your OS, or as the MML internal solution add your credentials to the mml.env file.

export KAGGLE_USERNAME=your_kaggle_username
export KAGGLE_KEY=your_kaggle_api_key

Usage

Tasks can be created with the create mode as usual. Furthermore, mml-data provides some convenience functionality to show and filter for available tasks. Type mml-tasks --help for more details.

Outdated URLs

Dataset download links might become deprecated over time. Please report any outdated urls via the issue tracker and we will try to fix those.

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