techieji / weather

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Weather prediction model

Loss log spec

It's a list containing lists. Each sublist is an epoch, and it follows the following order: validation loss, training loss (over 1), and the PCC.

Setting up the development environment

Docker

Install docker and make, then run the command make run. This should automatically download relevant data files into a new directory titled data and then create and run a docker image named ml-nwp. This will take a couple of minutes, but after the initial setup run, it should be a lot faster.

Docker (old)

Install docker. Run the command ./dev.sh; this may take a minute to install and setup the environment, and you should be placed into a shell; subsequent entries will be substantially faster. Here, the directory /root (or ~ since the default user is root and I didn't change that) is linked to the directory where the script is run from; all changes made in any other place will be deleted when the environment is exited.

Shell

You can try running the setup.sh script; this may or may not work. This is almost certainly outdated and will probably give you a strange environment.

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