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Implicit learning of convective organization explains precipitation stochasticity

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Precip-org

This repo contains the Tensorflow implementation for paper Implicit learning of convective organization explains precipitation stochasticity

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The code to train the network is named AE_Pw_NN_precip.py which has org variables as input. To switch to baseline network simply remove the z_orig from the precip_model input.

Org_NN has few options including training the decoder or adding RI loss. To change the set-up, json file needs to be up-dated.

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Implicit learning of convective organization explains precipitation stochasticity

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