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Micro climate prediction using Neighbors (DeepMC) #185

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merged 1 commit into from
Jul 31, 2024

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v-ngangarapu
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This code changes are enhancements for deepmc. It help to find the weather forecast for stations having no historical data or missing sensor data. It will add new model created using Pytorch Graphical Neural Network (GNN).

The code changes also having enhancements to existing deepmc scripts that add datetime in preprocess output. It help to find data belong to which date while performing GNN model training.

@renatolfc renatolfc self-requested a review July 31, 2024 18:06
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@microsoft-github-policy-service agree [company="Microsoft Research"]

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@microsoft-github-policy-service agree [company="Microsoft"]

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@microsoft-github-policy-service agree company="Microsoft"

@v-ngangarapu v-ngangarapu merged commit 36463a9 into dev Jul 31, 2024
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@renatolfc renatolfc deleted the bilwa/deepmc/gnn branch July 31, 2024 18:16
robertomest pushed a commit that referenced this pull request Aug 1, 2024
This code changes are enhancements for deepmc. It help to find the
weather forecast for stations having no historical data or missing
sensor data. It will add new model created using Pytorch Graphical
Neural Network (GNN).

The code changes also having enhancements to existing deepmc scripts
that add datetime in preprocess output. It help to find data belong to
which date while performing GNN model training.

Co-authored-by: Naga Bilwanth Gangarapu <[email protected]>
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3 participants