xai-org/x-algorithm

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

32322 stars · 5322 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

The open-source algorithm that powers X's For You feed, combining in-network and ML-retrieved out-of-network posts, filtering them, and ranking with transformer-based models. It includes ranking weights, visibility filters, model training code, and a label transparency tool.

Use cases

• understand how the X For You feed ranks posts
• study production recommendation and feed ranking systems
• reproduce a proof-of-concept feed model training run
• inspect content filtering and visibility rules on X
• learn how engagement prediction weights work in ranking
• build a social media feed ranking algorithm
• audit algorithmic transparency of a major platform

When to choose

• you want to study or audit a real production feed ranking system
• you're researching recommender systems, engagement prediction, or content filtering at scale
• you want transparency into how X ranks and filters posts

When to avoid

• you need a plug-and-play recommendation library for your own app
• you expect the full X production infrastructure, data, or serving stack
• you want a small, self-contained project rather than a large multi-service codebase

Facets

service · maturity active

machine-learning search-engine middleware monitoring large-language-models machine-learning social-media developer-tools rust cloud feed-ranking recommendation-system recommender social-feed content-filtering transparency transformer-model open-algorithm algorithms linux docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="xai-org/x-algorithm")