This PR adds a `CometLoggerCallback` to the Tune Integrations, allowing users to log runs from Ray to [Comet](https://www.comet.ml/site/).
Co-authored-by: Michael Cullan <mjcullan@gmail.com>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
This PR consolidates both #21667 and #21759 (look there for features), but improves on them in the following way:
- [x] we reverted renaming of existing projects `tune`, `rllib`, `train`, `cluster`, `serve`, `raysgd` and `data` so that links won't break. I think my consolidation efforts with the `ray-` prefix were a little overeager in that regard. It's better like this. Only the creation of `ray-core` was a necessity, and some files moved into the `rllib` folder, so that should be relatively benign.
- [x] Additionally, we added Algolia `docsearch`, screenshot below. This is _much_ better than our current search. Caveat: there's a sphinx dependency that needs to be replaced (`sphinx-tabs`) by another, newer one (`sphinx-panels`), as the former prevents loading of the `algolia.js` library. Will follow-up in the next PR (hoping this one doesn't get re-re-re-re-reverted).
Added hyperameters to the concetp section since it's important to explain what they are and added diagrams help readeer visualize the difference between model and hyperparameters
Signed-off-by: Jules S.Damji <jules@anyscale.com>
Co-authored-by: Jules S.Damji <jules@anyscale.com>
* Added support for submission-time task names.
* Suggestions from code review: add missing consts
Co-authored-by: SangBin Cho <rkooo567@gmail.com>
* Add num_returns arg to actor method options docstring example.
* Add process name line and proctitle assertion to submission-time task name section of advanced docs.
* Add submission-time task name --> proctitle test for Python worker.
* Added Python actor options tests for num_returns and name.
* Added Java test for submission-time task names.
* Add dashboard image to task name docs section.
* Move to fstrings.
Co-authored-by: SangBin Cho <rkooo567@gmail.com>
* Added XGBoost tutorial and template
* XGBoost tutorial: Cut some clutter
* Apply suggestions from code review
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
* Added XGboost logo
* Fixed further references
Co-authored-by: Kai Fricke <kai@anyscale.com>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
* create guide gallery for Tune
* mods
* ok
* fix
* fix_up_gallery
* ok
* Apply suggestions from code review
Co-Authored-By: Sven Mika <sven@anyscale.io>
* Apply suggestions from code review
Co-Authored-By: Sven Mika <sven@anyscale.io>
Co-authored-by: Sven Mika <sven@anyscale.io>
This PR introduces the following changes:
* Ray Tune -> Tune
* [breaking] Creation of `schedulers/`, moving PBT, HyperBand into a submodule
* [breaking] Search Algorithms now must take in experiment configurations via `add_configurations` rather through initialization
* Support `"run": (function | class | str)` with automatic registering of trainable
* Documentation Changes
