sfevents

Demo:

looks for themes in events using transformer models to potentially be used as a feature in embeddings

combines all the scraped events and reformats to standardize features and emebeddings for models

similarity search on event embeddings and user embeddings and storing it in mysql database

node.js file for backend to push mysql data to the front end. Dynamically takes liked events and calls update_recs to update table

factors liked events into similarity search to tune recommendations to user's liked events.

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
data		data
scrapers		scrapers
views		views
wandb		wandb
.gitignore		.gitignore
README.md		README.md
clustering.ipynb		clustering.ipynb
create_users.ipynb		create_users.ipynb
event_embeddings.pkl		event_embeddings.pkl
index.js		index.js
package-lock.json		package-lock.json
package.json		package.json
recommendations.ipynb		recommendations.ipynb
standardize.ipynb		standardize.ipynb
update_recs.ipynb		update_recs.ipynb
user_embedding.pkl		user_embedding.pkl