mirror of
https://github.com/vale981/ray
synced 2025-03-07 02:51:39 -05:00
162 lines
2.4 KiB
ReStructuredText
162 lines
2.4 KiB
ReStructuredText
.. _air-api-ref:
|
|
|
|
Ray AIR API
|
|
===========
|
|
|
|
.. contents::
|
|
:local:
|
|
|
|
Components
|
|
----------
|
|
|
|
.. _air-preprocessor-ref:
|
|
|
|
Preprocessors
|
|
~~~~~~~~~~~~~
|
|
|
|
.. autoclass:: ray.data.preprocessor.Preprocessor
|
|
:members:
|
|
|
|
.. automodule:: ray.data.preprocessors
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. autofunction:: ray.air.train_test_split
|
|
|
|
|
|
.. _air-trainer-ref:
|
|
|
|
Trainers and Predictors
|
|
~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. autoclass:: ray.train.trainer.BaseTrainer
|
|
:members:
|
|
|
|
.. autoclass:: ray.train.predictor.Predictor
|
|
:members:
|
|
|
|
.. autoclass:: ray.train.predictor.DataBatchType
|
|
|
|
.. autoclass:: ray.train.batch_predictor.BatchPredictor
|
|
:members:
|
|
|
|
.. automodule:: ray.train.xgboost
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.lightgbm
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.tensorflow
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.torch
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.horovod
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.huggingface
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. automodule:: ray.train.sklearn
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. autoclass:: ray.train.data_parallel_trainer.DataParallelTrainer
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
.. autoclass:: ray.train.gbdt_trainer.GBDTTrainer
|
|
:members:
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
.. _air-tuner-ref:
|
|
|
|
Tuner
|
|
~~~~~
|
|
|
|
.. autoclass:: ray.tune.tuner.Tuner
|
|
:members:
|
|
|
|
.. automodule:: ray.tune.result_grid
|
|
:members:
|
|
|
|
.. _air-serve-integration:
|
|
|
|
Serving
|
|
~~~~~~~
|
|
|
|
.. autoclass:: ray.serve.air_integrations.PredictorDeployment
|
|
|
|
.. autoclass:: ray.serve.air_integrations.PredictorWrapper
|
|
|
|
.. _air-results-ref:
|
|
|
|
Outputs
|
|
~~~~~~~
|
|
|
|
.. _air-checkpoint-ref:
|
|
|
|
Checkpoint
|
|
##########
|
|
|
|
.. automodule:: ray.air.checkpoint
|
|
:members:
|
|
|
|
Result
|
|
######
|
|
|
|
.. automodule:: ray.air.result
|
|
:members:
|
|
|
|
|
|
Configs
|
|
~~~~~~~
|
|
|
|
.. automodule:: ray.air.config
|
|
:members:
|
|
|
|
.. autoclass:: ray.air.config.CheckpointConfig
|
|
|
|
|
|
.. _air-builtin-callbacks:
|
|
|
|
Callbacks
|
|
~~~~~~~~~
|
|
|
|
Comet
|
|
#####
|
|
|
|
.. autoclass:: ray.air.callbacks.comet.CometLoggerCallback
|
|
|
|
Keras
|
|
#####
|
|
|
|
.. autoclass:: ray.air.callbacks.keras.Callback
|
|
:members:
|
|
|
|
MLflow
|
|
######
|
|
|
|
.. autoclass:: ray.air.callbacks.mlflow.MLflowLoggerCallback
|
|
|
|
Weights and Biases
|
|
##################
|
|
|
|
.. autoclass:: ray.air.callbacks.wandb.WandbLoggerCallback
|
|
|
|
.. _air-session-ref:
|
|
|
|
Session
|
|
~~~~~~~
|
|
|
|
.. automodule:: ray.air.session
|
|
:members:
|