OceanParameterizations.jl
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CliMA
Machine learning (and uncertainty quantification?) of climate model parameterizations using differentiable (and probabilistic?) programming.
I think OceanParameterizations.jl probably has the potential to supercede [OceanTurb.jl](https://github.com/glwagner/OceanTurb.jl), since in a sense its requirements are a subset of what OceanTurb provides. I think it'd be amazing if the...
Now that the data is online at https://engaging-web.mit.edu/~alir/lesbrary/ it should be possible to make everything in this repo reproducible by registering data deps.
I think I didn't organize the repo well since `src/` includes stuff like https://github.com/CliMA/OceanParameterizations.jl/blob/master/src/ocean_convection.jl which now seems pretty specific to free convection so it shouldn't have been in `src/`. Things...
Parallel precompilation with Julia 1.6 will help with this but might be good to remove unnecessary dependencies.
@adelinehillier @xkykai what do you guys think of training with buoyancy instead of temperature? I think we get a few benefits: 1. No need to worry about Celsius vs. Kelvin....