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.. _air-examples-ref:
========
Examples
========
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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
------------
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- :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.
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Text/NLP
--------
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- :doc: `/ray-air/examples/huggingface_text_classification` : How to use Ray AIR to run Hugging Face Transformers fine-tuning on a text classification task.
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Image/CV
--------
- :doc: `/ray-air/examples/torch_image_example`
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RL (RLlib)
----------
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- :doc: `/ray-air/examples/rl_serving_example`
- :doc: `/ray-air/examples/rl_online_example`
- :doc: `/ray-air/examples/rl_offline_example`
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Advanced
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--------
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- :doc: `/ray-air/examples/torch_incremental_learning` : Incrementally train and deploy a PyTorch CV model
