The example codes and numerical traces supplemented for article "Data augmentation for the supervised learning of nonlinearity compensation algorithms in optical communications"

Keywords: data augmentation, supervised learning, machine learning, nonlinearity mitigation, digital signal processing, fiber-optic communications, dataset, code

Funders: VN and PJF acknowledge support by the European Union’s Horizon 2020 research and innovation program under MSCA GA 766115 and 813144, respectively., SKT acknowledges support by the EPSRC project TRANSNET.

Projects: H2020 MSCA Fibre Optic nonlinear Technologies [FONTE] – a European Industrial Doctorate [EID] (Grant agreement 766115), H2020 MSCA Real-time Monitoring and Mitigation of Nonlinear Effects in Optical Networks [REAL-NET] – a European Industrial Doctorate [EID] (Grant agreement 813144), EPSRC Transforming networks - building an intelligent optical infrastructure [TRANSNET] (EP/R035342/1)