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Find a safe way to load and store models for RI prediction #106

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hechth opened this issue Nov 27, 2023 · 2 comments
Open

Find a safe way to load and store models for RI prediction #106

hechth opened this issue Nov 27, 2023 · 2 comments

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@hechth
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hechth commented Nov 27, 2023

Find out how scipy can store a model and how it can be loaded. Pickle is not considered safe so a different method should be used to be able to import a trained model.

@wverastegui
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While still under development, skops appears to be a more secure alternative to pickle and joblib (https://skops.readthedocs.io/en/stable/persistence.html). Also, most types from numpy and scipy should be supported according to the documentation.

@wverastegui wverastegui self-assigned this Dec 6, 2023
@hechth
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hechth commented Aug 16, 2024

Another option is using ONNX

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