We investigated SOM + EOF to fill the gaps of the missing data, after a extensive analysis we concluded that the pipeline is similar to what a auto encoder does, so we decided to use it as the definitive solution for data generation.
GitHub link: https://github.com/ChrisArreFall/Project-Chirripo