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).
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 theintroduction_jupyter.ipynp
by promptingjupyter 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.