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base repository: dreyfus92/the-algorithm
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head repository: twitter/the-algorithm
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- 17 commits
- 2,699 files changed
- 1 contributor
Commits on Apr 14, 2023
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Open-sourcing Topic Social Proof Service
Topic Social Proof Service (TSPS) delivers highly relevant topics tailored to a user's interests by analyzing topic preferences, such as following or unfollowing, and employing semantic annotations and other machine learning models.
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Open-sourcing User Signal Service
User Signal Service (USS) is a centralized online platform that supplies comprehensive data on user actions and behaviors on Twitter. This service stores information on both explicit signals, such as Favorites, Retweets, and replies, and implicit signals like Tweet clicks, profile visits, and more.
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Open-sourcing Unified User Actions
Unified User Action (UUA) is a centralized, real-time stream of user actions on Twitter, consumed by various product, ML, and marketing teams. UUA makes sure all internal teams consume the uniformed user actions data in an accurate and fast way.
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[opensource] Update README to include all new modules
Since the first batch of open sourcing, we have added the following components: - User signal service - Unified user actions - Topic social proof service Update the README to include these.
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Commits on Apr 28, 2023
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Latest navi open source refresh
latest code change including the global thread pool Closes twitter#452 Closes twitter#505
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[Medium][UUA] Clean up BCE in UUA
This is to clean up the BCE adapters and services in UUA since BCE no longer exists.
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improvements from external prs
-fix corner case where dr converter failed when initializing Closes twitter#550
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User Signals in Candidate Sourcing Stage
Add the overview readme about how Twitter uses user signals in candidate retrieval.
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Open-sourcing Timelines Aggregation Framework
Open sourcing Aggregation Framework, a config-driven Summingbird based framework for generating real-time and batch aggregate features to be consumed by ML models.
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Open-sourcing Representation Manager
Representation Manager (RMS) serves as a centralized embedding management system, providing SimClusters or other embeddings as facade of the underlying storage or services.
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Open-sourcing Representation Scorer
Representation Scorer (RSX) serves as a centralized scoring system, offering SimClusters or other embedding-based scoring solutions as machine learning features.
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README updates: representation-manager and representation-scorer
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Commits on May 19, 2023
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Tweetypie is the core Tweet service that handles the reading and writing of Tweet data.
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Pushservice is the main recommendation service we use to surface recommendations to our users via notifications. It fetches candidates from various sources, ranks them in order of relevance, and applies filters to determine the best one to send.
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Commits on May 22, 2023
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- renames pushservice readme.md to README.md - Minor changes to main README.md
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Commits on Jul 13, 2023
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[opensource] Update home mixer with latest changes
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Commits on Sep 3, 2025
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update for-you recommendations code
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