A gallery of DeepSensor Jupyter notebook research demonstrators showcasing applications of DeepSensor to real-world research problems.
- Tom Andersson: Statistical downscaling of ERA5 temperature over Germany (Note: this is just a preliminary example and may be removed at some point)
Contributions to the DeepSensor Gallery are a great way to share your research with the community and can serve as inspiration for other users. Particularly strong examples may be added to the main DeepSensor documentation.
We want to make it as easy as possible to contribute a research demonstrator As such, we do not enforce that contributed notebooks are fully reproducible. For example, it is not compulsory to provide access to your data or deposit your trained model on Zenodo. However, reproducibility is always appreciated!
For inspiration, we recommend checking out the Environmental Data Science Book for examples of well-documented research notebook demonstrators.
To publish a notebook in the DeepSensor Gallery:
- Fork the repository
- Add your notebook to the
demonstrators/folder in your fork - Add your name and demonstrator's title to the list in the README.md (with links)
- Open a pull request
Depending on maintainer capacity there may be a review process.