mirror of
https://github.com/twitter/the-algorithm.git
synced 2024-12-20 03:41:33 +03:00
13 lines
704 B
Markdown
13 lines
704 B
Markdown
|
# 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 Much of the code here is not out of date and unused.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.
|