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the-algorithm/src/scala/com/twitter/simclusters_v2/scalding/embedding/tfg
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twitter-team ef4c5eb65e Twitter Recommendation Algorithm 
Please note we have force-pushed a new initial commit in order to remove some publicly-available Twitter user information. Note that this process may be required in the future.
2023-03-31 17:36:31 -05:00
..
BUILD Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
EngagementWeightedTfgBasedTopicEmbeddingsJob.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
FavInferredLanguageTfgBasedTopicEmbeddings.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
FavTfgBasedTopicEmbeddings.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
InferredLanguageTfgBasedTopicEmbeddingsBaseApp.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
LogFavTfgBasedTopicEmbeddings.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
README Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
TfgBasedTopicEmbeddingsBaseApp.scala Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00

README 

TFG stands for Topic Follow Graph
The TFG topic embeddings are embeddings built from Topic Follow Graph.
Each topic is represented by the sum of its followers' user InterestedIn embeddings.

There are two types of embeddings:
logfav - topic embeddings built from followers' logfav-based InterestedIn
fav - topic embeddings built from followers' fav-based InterestedIn