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Rainfall Prediction Model

The purpose of this project is to deploy a machine learning model to predict daily rainfall in Australia. The resulting model is deployed in the cloud.

Source
GIF

Data

The rainfall data is large dataset (>5GB) and is collected from figshare (Beuzen).

The features are the outputs of different climate models and the target is the observed rainfall.

License

The project uses the MIT License. The data accessed is available through CC BY 4.0.

Authors

Ivy Zhang, Mike Lynch, Selma Duric, William Xu

References

Beuzen, Tomas (2021): Daily rainfall over NSW, Australia. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14096681.v3