Non-Medical dataset - Githubissues

Oufattole / meds-interp

Interpreting embeddings from MEDS data

MIT License

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Open Oufattole opened 2 weeks ago

Oufattole commented 2 weeks ago

Let's show this works for non-medical data too. We can try a recommender system dataset:

[ ] Preprocess the yelp dataset. It is downloaded to /storage/shared/yelp_dataset and /storage/shared/yelp_dataset_image/
[ ] Use pretrained CLIP to get embeddings of text and photos
[ ] Run meds-tab to aggregate these embeddings over time
[ ] Launch KNN sweeper on the aggregated embeddings

Oufattole commented 2 weeks ago

We could also use a different dataset from here