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WorldFishCenter / peskas.timor.data.pipeline

Peskas data pipeline for East Timor
https://worldfishcenter.github.io/peskas.timor.data.pipeline/
GNU General Public License v3.0
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Model catch prices and volumes #6

Open efcaguab opened 3 years ago

efcaguab commented 3 years ago

Catch prices and volumes are an important component of the data. However, many errors are introduced when enumerators record this information. We aim to solve that by using a model of price and weight. Using the model predictions we can then identify records that are unlikely to be correct or should be reviewed.

This model should be re-trained in a monthly basis. Depending on the model complexity and training time it can run on GitHub runners or cloud providers computing instances (e.g. Google Cloud Run or Amazon EC2/Batch).

efcaguab commented 3 years ago

Pull request was closed because more work is needed to solve this issue, but the issue itself has not been yet addressed