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TimonVS avatar TimonVS commented on August 19, 2024

Same issue on macOS with OpenMP enabled: https://i.imgur.com/EOBlEYh.png

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maciejkula avatar maciejkula commented on August 19, 2024

It's possible that the logistic and BPR losses rely more on item popularity (encoded in item biases) than WARP, and so the head and the tail of the list will have a large overlap between users. Can you check if the recommendations start changing beyond the first 10 or 20?

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TimonVS avatar TimonVS commented on August 19, 2024

The issue persists after 25 recommendations: https://i.imgur.com/nvZnAqM.png

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maciejkula avatar maciejkula commented on August 19, 2024

I confirm there is an issue with the BPR loss. I will be pushing a fix this week and will keep you posted.

In the meantime, please use the WARP loss.

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TimonVS avatar TimonVS commented on August 19, 2024

Thanks for the fix @maciejkula! When can I expect a new release on Pypi? :)

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maciejkula avatar maciejkula commented on August 19, 2024

Out now, v1.11.

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