twitter/the-algorithm-ml

twitter/the-algorithm-ml has 10,597 GitHub stars and 2,227 forks. GitHot measured -1 stars in 24 hours and 0 in 7 days. Last checked 2026-11-14 20:40 UTC. Last push 2024-07-10.

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Über uns

Source code for Twitter's Recommendation Algorithm

Entwicklerwerkzeuge

README.md

Original

This project open sources some of the ML models used at Twitter.

Currently these are:

The "For You" Heavy Ranker (projects/home/recap).
TwHIN embeddings (projects/twhin) https://arxiv.org/abs/2202.05387

This project can be run inside a python virtualenv. We have only tried this on Linux machines and because we use torchrec it works best with an Nvidia GPU. To setup run

./images/init_venv.sh (Linux only).

The READMEs of each project contain instructions about how to run each project.