mirror of
https://github.com/twitter/the-algorithm.git
synced 2024-12-19 11:21:46 +03:00
bb095608b7
Closes #557, closes #678, closes #748, closes #806, closes #818, closes #842, closes #866, closes #948, closes #1024, closes #1313, closes #1458, closes #1461, closes #1465, closes #1491, closes #1503, closes #1539, closes #1611
14 lines
701 B
Markdown
14 lines
701 B
Markdown
# 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 Much of the code here is out of date and unused.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.
|