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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
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libtwml Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
twml Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
twml_common Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
BUILD Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
README.md Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
setup.cfg Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
setup.py Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00

README.md

TWML

Note: twml is no longer under development. Much of the code here is not out of date and unused. It is included here for completeness, because twml is still used to train the light ranker models (see src/python/twitter/deepbird/projects/timelines/scripts/models/earlybird/README.md)

TWML is one of Twitter's machine learning frameworks, which uses Tensorflow under the hood. While it is mostly deprecated, it is still currently used to train the Earlybird light ranking models ( see src/python/twitter/deepbird/projects/timelines/scripts/models/earlybird/train.py). The most relevant part of this is the DataRecordTrainer class, which is where the core training logic resides.