Engine
======
A Utility Library that assists in Geospatial Machine Learning Experiment
Tracking.
Installation
------------
.. code:: shell
pip install granular-engine
Usage
-----
CLI
~~~
.. figure:: https://user-images.githubusercontent.com/2713531/210276844-16d3867d-461c-44ba-870b-00d6d6266dbf.gif
:alt: engine_cli
engine_cli
Experiment Tracking
~~~~~~~~~~~~~~~~~~~
.. code:: python
from engine import Engine
engine = Engine("test_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 <https://engine.granular.ai/>``\ \_
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