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era5-wgan's Introduction

ERA5 Wasserstein GAN demo

Basic implementation of the Wasserstein Generative Adversarial Network (WGAN) proposed by Arjovsky et al. (2017). The model attempts to simulate from the joint distribution of surface fluxes and meteorological variables over open ocean in ERA5 (no sea ice).

References

Arjovsky, M., Chintala, S., & Bottou, L. (2017). Wasserstein GAN. arXiv [Stat.ML]. Retrieved from http://arxiv.org/abs/1701.07875

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