DFIELDSOLUTIONS

Free software

LabForyx: The For-You feed, from the inside

A pure feed ranker: affinity × interest × engagement, scaled by an exponential recency decay, then a greedy diversity re-rank with an author-repeat penalty. Flip ranked vs chronological and watch posts rise and sink. 12 tests on the scoring, interleaving, and explanations.

Free software1 sections · 2 min readBy Dezső Mező.mdFree softwareForyx

Foryx is a transparent feed ranker that shows exactly how a For-You algorithm decides what surfaces and why. The signature technique combines an affinity, interest, and engagement score scaled by an exponential recency decay, followed by a greedy diversity re-rank with an author-repeat penalty, and you can flip between ranked and chronological to watch posts rise and sink. It is a from-scratch, dependency-light build you can download and run locally.

01About the app

Recommender systems

What to take away

  • A pure feed ranker: affinity × interest × engagement, scaled by an exponential recency decay, then a greedy diversity re-rank with an author-repeat penalty. Flip ranked vs chronological and watch posts rise and sink. 12 tests on the scoring, interleaving, and explanations.
  • Download: Foryx (ZIP)
We build this for clientsFull-stack

Read the full write-up

More from the lab

Browse all entries

Want this looked at on your own system?Start a conversation

5.0
“New shop, more orders in the first week.”Müller Márk · GeekCornerManaging Director · Hungary