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145833ca71
the-algorithm/twml
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Sai Nishwanth 145833ca71
Merge b7e005427c into 72eda9a24f
2023-07-17 21:38:58 -05:00
..
libtwml Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
twml twml - Changed If statements with match casing in python 2023-04-02 10:00:45 +05:30
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 [minor] Fix grammar + typo issues 2023-04-04 16:13:24 -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 Much of the code here is out of date and unused.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.