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Amorus is an app designed to find the probability of finding lovers

Users in the app form a graph where:

  • Since love/amor spreads like a virus, the name of the app is a blending of the words amor and virus -> Amorus
  • Each user is a vertex
  • Users are connected via edges based on where they live, where they go, and their common interests
  • The strength of interaction between users it determined by a linear regression model for each user that outputs a compatability score
  • The interactions from each user propagates throughout the graph (person A becomes friends with person B via common friend C)
  • Through modeling this spread, Amorus is able to determine the chance of meeting soulmates (Those with a high compatability score determined by Linear Regression on their features such as their interests and traits)

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