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Save model to disk about lightfm HOT 5 CLOSED

code-mc avatar code-mc commented on August 19, 2024
Save model to disk

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Comments (5)

ratikapoor avatar ratikapoor commented on August 19, 2024 2

When I am saving the model on disk using pickle and again loading it, the accuracy metrics are changing on the test set. Should I not use pickle to save the model?

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maciejkula avatar maciejkula commented on August 19, 2024

You can pickle it like any sklearn model: https://github.com/lyst/lightfm/blob/master/tests/test_movielens.py#L437

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code-mc avatar code-mc commented on August 19, 2024

Ok thanks!

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stuartcrobinson avatar stuartcrobinson commented on August 19, 2024

i think this line number might be out-dated:

https://github.com/lyst/lightfm/blob/master/tests/test_movielens.py#L437

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maciejkula avatar maciejkula commented on August 19, 2024

But the advice on pickling stands: https://github.com/lyst/lightfm/blob/master/tests/test_movielens.py#L476

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