Season 1 · Episode 4
Model safety, that's a pickle! with Adrin Jalali - scikit-learn maintainer
Sample Space · probabl
June 27, 20241h 1m
Audio is streamed directly from the publisher (content.rss.com) as published in their RSS feed. Play Podcasts does not host this file. Rights-holders can request removal through the copyright & takedown page.
Show Notes
Historically it's always been the case that you would use a pickle file to store a trained scikit-learn model on disk for deployment. Pickles make sense because these are so flexible, but they do carry a security concern. Adrin has been working on a remedy called skops, which is the main topic of this podcast.
To learn more about skops, make sure to check the documentation: https://skops.readthedocs.io/en/stable/