Experiment tracking for GeoSpatial Machine Learning on GeoEngine
Project description
A Utility Library that assists in Geospatial Machine Learning Experiment Tracking.
Installation
`pip install granular-engine`
Usage
>>> from engine import Engine
>>>
>>> # Make a config.yaml with GeoEngine projectId and exportId and other necessary details
>>> engine = Engine("config.yaml")
>>>
>>> for epoch in enumerate(epochs):
>>> # train
>>> # eval
>>> engine.log(step=epoch, train_loss=train_loss, val_loss=val_loss)
>>>
>>> engine.done()
License
GPLv3
Documentation
View documentation here
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