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ray/doc/source/tune/api_docs/integration.rst

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[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
.. _tune-integration:
External library integrations (tune.integration)
================================================
.. contents::
:local:
:depth: 1
[tune] docker syncer (#11035) * Add DockerSyncer * Add docs * Update python/ray/tune/integration/docker.py Co-authored-by: Richard Liaw <rliaw@berkeley.edu> * Updated docs * fix dir * Added docker integration test * added docker integration test to bazel build * Use sdk.rsync API Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-10-01 19:59:23 +01:00
.. _tune-integration-docker:
Docker (tune.integration.docker)
--------------------------------
.. autofunction:: ray.tune.integration.docker.DockerSyncer
[tune] Refactored Keras integration callbacks (#10509)
2020-09-03 18:16:08 +01:00
.. _tune-integration-keras:
Keras (tune.integration.keras)
------------------------------------------------------
.. autoclass:: ray.tune.integration.keras.TuneReportCallback
.. autoclass:: ray.tune.integration.keras.TuneReportCheckpointCallback
[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
.. _tune-integration-kubernetes:
Kubernetes (tune.integration.kubernetes)
----------------------------------------
.. autofunction:: ray.tune.integration.kubernetes.NamespacedKubernetesSyncer
[Tune] MLflow Credentials (#13533)
2021-01-19 11:55:13 -08:00
.. _tune-integration-mlflow:
MLflow (tune.integration.mlflow)
--------------------------------
[Docs ] Tune docs overhaul (first part) (#22112) Continuing docs overhaul, tune now has: - [x] better landing page - [x] a getting started guide - [x] user guide was cut down, partially merged with FAQ, and partially integrated with tutorials - [x] the new user guide contains guides to tune features and practical integrations - [x] we rewrote some of the feature guides for clarity - [x] we got rid of sphinx-gallery for this sub-project (only data and core left), as it looks bad and is unnecessarily complicated anyway (plus, makes the build slower) - [x] sphinx-gallery examples are now moved to markdown notebook, as started in #22030. - [x] Examples are tested in the new framework, of course. There's still a lot one can do, but this is already getting too large. Will follow up with more fine-tuning next week. Co-authored-by: Antoni Baum <antoni.baum@protonmail.com> Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
2022-02-07 16:47:03 +01:00
:ref:`See also here <tune-mlflow-ref>`.
[Tune] MLflow Credentials (#13533)
2021-01-19 11:55:13 -08:00
.. autoclass:: ray.tune.integration.mlflow.MLflowLoggerCallback
.. autofunction:: ray.tune.integration.mlflow.mlflow_mixin
[tune] added MXNet integration callbacks (#10533)
2020-09-04 02:06:44 +01:00
.. _tune-integration-mxnet:
MXNet (tune.integration.mxnet)
------------------------------
.. autoclass:: ray.tune.integration.mxnet.TuneReportCallback
.. autoclass:: ray.tune.integration.mxnet.TuneCheckpointCallback
[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
.. _tune-integration-pytorch-lightning:
PyTorch Lightning (tune.integration.pytorch_lightning)
------------------------------------------------------
.. autoclass:: ray.tune.integration.pytorch_lightning.TuneReportCallback
.. autoclass:: ray.tune.integration.pytorch_lightning.TuneReportCheckpointCallback
.. _tune-integration-torch:
Torch (tune.integration.torch)
------------------------------
.. autofunction:: ray.tune.integration.torch.DistributedTrainableCreator
.. autofunction:: ray.tune.integration.torch.distributed_checkpoint_dir
.. autofunction:: ray.tune.integration.torch.is_distributed_trainable
[tune] horovod trainable (#10304)
2020-09-03 16:53:35 -07:00
.. _tune-integration-horovod:
Horovod (tune.integration.horovod)
----------------------------------
.. autofunction:: ray.tune.integration.horovod.DistributedTrainableCreator
[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
.. _tune-integration-wandb:
Weights and Biases (tune.integration.wandb)
-------------------------------------------
[Docs ] Tune docs overhaul (first part) (#22112) Continuing docs overhaul, tune now has: - [x] better landing page - [x] a getting started guide - [x] user guide was cut down, partially merged with FAQ, and partially integrated with tutorials - [x] the new user guide contains guides to tune features and practical integrations - [x] we rewrote some of the feature guides for clarity - [x] we got rid of sphinx-gallery for this sub-project (only data and core left), as it looks bad and is unnecessarily complicated anyway (plus, makes the build slower) - [x] sphinx-gallery examples are now moved to markdown notebook, as started in #22030. - [x] Examples are tested in the new framework, of course. There's still a lot one can do, but this is already getting too large. Will follow up with more fine-tuning next week. Co-authored-by: Antoni Baum <antoni.baum@protonmail.com> Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
2022-02-07 16:47:03 +01:00
:ref:`See also here <tune-wandb-ref>`.
[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
[tune] logger migration to ExperimentLogger classes (#11984)
2020-11-17 00:08:37 +01:00
.. autoclass:: ray.tune.integration.wandb.WandbLoggerCallback
[tune] Added PyTorch Lightning callbacks to integrations (#10220) Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-31 23:30:48 +01:00
[tune] add xgboost callbacks to integration module (#10502)
2020-09-02 19:16:09 +01:00
.. autofunction:: ray.tune.integration.wandb.wandb_mixin
.. _tune-integration-xgboost:
XGBoost (tune.integration.xgboost)
----------------------------------
.. autoclass:: ray.tune.integration.xgboost.TuneReportCallback
.. autoclass:: ray.tune.integration.xgboost.TuneReportCheckpointCallback
[docs] Add LightGBM Tune integration to docs (#17304) * Add LightGBM integration to docs * Fix
2021-07-24 06:21:13 +02:00
.. _tune-integration-lightgbm:
LightGBM (tune.integration.lightgbm)
------------------------------------
.. autoclass:: ray.tune.integration.lightgbm.TuneReportCallback
.. autoclass:: ray.tune.integration.lightgbm.TuneReportCheckpointCallback
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