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aq-bench

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Clara Betancourt authored
05441ff5
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Machine learning on the AQ-Bench dataset

This repository enables a machine learning quickstart on the AQ-Bench dataset.

The AQ-Bench Benchmark dataset is described in Betancourt et al. (manuscript): "AQ-Bench: A Benchmark Dataset for Machine Learning on Global Air Quality Metrics" (link follows)

Quickstart

Run it on binder! Click on the badge below to start machine learning on AQ-Bench in your browser (might take some time to launch).

Binder

Get the project running on your PC

  • Prerequisite: Conda or MiniConda with Python 3.6
  • Use environment.yml to create an environment, then activate it
  • Navigate to source and start the introduction_jupyter.ipynp by prompting jupyter notebook

Structure of the repository

  • resources contains the data
  • source contains the scripts

Authors

  • Clara Betancourt
  • Scarlet Stadtler
  • Timo Stomberg

License

This project is licensed under the MIT License.