nansencenter / nextsim_dynamics_ml

ML-based surrogate model for neXTSIM dynamics
GNU General Public License v3.0
0 stars 0 forks source link

Fix normalization #3

Closed franamor98 closed 7 months ago

franamor98 commented 7 months ago

Fix normalization

Added a new normalization (standarization) function to take into account targets coordinates

Now the same normalization parameters used for input coordinates are used to transform the targets. By doing this we assure that the input and target coordinates are in the same space. The idea is to reduce error when predicting initial positions.

Functionalities to inverse the transform are also added.

There is no significant different on the results. Either way, the functionality is added. Further testing needs to be done.