🚀[FEA]: Using noise injection between steps as model perturbation
yairchn opened this issue · comments
Is this a new feature, an improvement, or a change to existing functionality?
New Feature
How would you describe the priority of this feature request
Critical (currently preventing usage)
Please provide a clear description of problem you would like to solve.
To account for model uncertainties in ensemble forecasting we need to enable perturbing the model. The simplest way to achieve this is injecting noise between steps. It is important that the type of noise injection and amplitude will be determined from the config file.
Describe any alternatives you have considered
No response
We agreed this should just be a an example script/notebook for one model right now.
Closing with PR: #77