https://github.com/ddofer/booking-challenge
Booking.com Challenge - WebTour 2021 - ACM WSDM - ML Code
https://github.com/ddofer/booking-challenge
Last synced: over 1 year ago
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Booking.com Challenge - WebTour 2021 - ACM WSDM - ML Code
- Host: GitHub
- URL: https://github.com/ddofer/booking-challenge
- Owner: ddofer
- Created: 2021-03-10T09:59:15.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-04-01T08:10:51.000Z (over 5 years ago)
- Last Synced: 2025-01-30T23:41:31.948Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 6.32 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Booking-Challenge
Booking.com Challenge - WebTour 2021 - ACM WSDM - Machine Learning Code
Task was next item (destination) prediction/reccommendation, given ~40k targets in a time series of user activity.
Includes code from our team's submission (Unseen Academics - 15th place: https://www.bookingchallenge.com/final-leaderboard-results ) .
Datasets not included, can be requested from Booking hosts: https://www.bookingchallenge.com/
Also includes my attention based wide and cross network for automatically learning feature interactions - this model would have placed in the top 10 if submitted.