mirror of
https://github.com/vale981/ray
synced 2025-03-09 04:46:38 -04:00
7471b1fa41
* batching collation code and tests * wip notebook for np and dataframe * finish content * reset ray-more-libs changes * add comments * run through * Apply suggestions from code review Co-authored-by: shrekris-anyscale <92341594+shrekris-anyscale@users.noreply.github.com> * rename package * lint * richard's comment Co-authored-by: shrekris-anyscale <92341594+shrekris-anyscale@users.noreply.github.com>
41 lines
1 KiB
ReStructuredText
41 lines
1 KiB
ReStructuredText
.. _air-examples-ref:
|
|
|
|
========
|
|
Examples
|
|
========
|
|
|
|
|
|
Framework-specific Examples
|
|
---------------------------
|
|
|
|
- :doc:`/ray-air/examples/lightgbm_example`: Distributed training with LightGBM
|
|
- :doc:`/ray-air/examples/xgboost_example`: Distributed training with LightGBM
|
|
- :doc:`/ray-air/examples/sklearn_example`: Integrating with Scikit-Learn (non-distributed)
|
|
|
|
|
|
Tabular Data
|
|
------------
|
|
- :doc:`/ray-air/examples/tfx_tabular_train_to_serve`: How to use Ray AIR to train a Keras model on tabular data and serve it.
|
|
|
|
Text/NLP
|
|
--------
|
|
|
|
- :doc:`/ray-air/examples/huggingface_text_classification`: How to use Ray AIR to run Hugging Face Transformers fine-tuning on a text classification task.
|
|
|
|
Image/CV
|
|
--------
|
|
|
|
- :doc:`/ray-air/examples/torch_image_example`
|
|
|
|
RL (RLlib)
|
|
----------
|
|
|
|
- :doc:`/ray-air/examples/rl_serving_example`
|
|
- :doc:`/ray-air/examples/rl_online_example`
|
|
- :doc:`/ray-air/examples/rl_offline_example`
|
|
|
|
|
|
Advanced
|
|
--------
|
|
|
|
- :doc:`/ray-air/examples/torch_incremental_learning`: Incrementally train and deploy a PyTorch CV model
|