Interface to the CAMELS dataset.
Project description
The CAMELS dataset
This package provides an interface to the Catchment Attributes and Meteorology for Large-sample Studies (CAMELS) dataset. This package only provides simplified access to the data in Python, the actual work of generating the dataset has been done by Andrew Newman and colleagues at NCAR and is described in the following article:
Usage
Pytorch
from camels.pytorch import Streamflow
gauge_id = 13331500
training_data = Streamflow(gauge_id, "training")
validation_data = Streamflow(gauge_id, "validation")
test_data = Streamflow(gauge_id, "testing")
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