Kai Fricke
8fe439998e
[air/tuner/docs] Update docs for Tuner() API 1: RSTs, docs, move reuse_actors ( #26930 )
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Signed-off-by: Kai Fricke coding@kaifricke.com
Why are these changes needed?
Splitting up #26884 : This PR includes changes to use Tuner() instead of tune.run() for most docs files (rst and py), and a change to move reuse_actors to the TuneConfig
2022-07-24 07:45:24 -07:00
Kai Fricke
75d08b0632
[tune/structure] Refactor suggest
into search
package ( #26074 )
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This PR renames the `suggest` package to `search` and alters the layout slightly.
In the new package, the higher-level abstractions are on the top level and the search algorithms have their own subdirectories.
In a future refactor, we can turn algorithms such as PBT into actual `SearchAlgorithm` classes and move them into the `search` package.
The main reason to keep algorithms and searchers in the same directory is to avoid user confusion - for a user, `Bayesopt` is as much a search algorithm as e.g. `PBT`, so it doesn't make sense to split them up.
2022-06-25 14:55:30 +01:00
Philipp Moritz
886cc4d674
Fix broken links in documentation and put linkcheck linter in place on CI ( #23340 )
2022-03-18 21:02:52 -07:00
Max Pumperla
372c620f58
[docs] Tune overhaul part II ( #22656 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2022-02-26 23:07:34 -08:00
xwjiang2010
9af8f11191
Revert "[docs] Clean up doc structure (first part) ( #21667 )" ( #21763 )
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This reverts commit 38e46c9fb3
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2022-01-20 15:30:56 -08:00
Max Pumperla
38e46c9fb3
[docs] Clean up doc structure (first part) ( #21667 )
2022-01-20 16:19:04 +01:00
Philipp Moritz
a64e32c53b
[docs] Fix broken links in documentation and add linkcheck to documentation ( #20030 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2021-11-04 13:19:43 -07:00
xwjiang2010
7ffd9cbed1
[Tune] Fix column width in doc. ( #19159 )
2021-10-07 18:16:21 +01:00
Antoni Baum
27b8633198
[docs] Remove outdated note in Tune docs ( #19110 )
2021-10-07 15:42:11 +01:00
Antoni Baum
d71ec6e874
[docs] Add examples of new features to contribute ( #16477 )
2021-06-18 00:07:03 -07:00
Qingyun Wu
dae3ac1def
[Tune] Add new searchers from FLAML ( #16329 )
2021-06-12 02:10:51 -07:00
Antoni Baum
58d7398246
[Tune] Add HEBOSearch
Searcher ( #13863 )
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* HEBO first pass
* Fix bad quotes
* Fixes
* Reproductibility
* Update python/ray/tune/suggest/hebo.py
Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
* Add hebo_example.py to BUILD
* Nit
* Update to pypi package
* Alphabetical HEBO requirement
* Fix syntax error
* Fix wrong space in hebo example
* Move validate_warmstart to utils
* Space assertion in HEBO
* Comment
* Apply suggestions from code review
Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
* Formatting
Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
2021-02-17 22:53:10 +01:00
Kai Fricke
3d72000826
[tune] Add points_to_evaluate
to BasicVariantGenerator ( #12916 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-12-17 19:16:03 -08:00
Kai Fricke
088f8ebb69
[tune] Add algorithms for search space conversion ( #10621 )
2020-09-07 13:44:16 -07:00
Sumanth Ratna
54215ff287
[tune] implement shim instantiation ( #10456 )
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* Create ray.tune.suggest.create.create_scheduler
* Update __init__.py
* Resolve conflict in __init__.py
* Create ray.tune.schedulers.create.create_scheduler
* Update __init__.py
* Move create_scheduler to tune.schedulers.__init__
* Move create_searcher to tune.suggest.__init__
* Delete tune.suggest.create
* Delete tune.schedulers.create
* Update imports for shim functions in tune.__init__
* Remove shim from tune.suggest.__init__.__all__
* Remove shim from tune.schedulers.__init__.__all__
* Add ShimCreationTest
* Move ShimCreationTest to test_api
* Delete test_shim.py
* Add docstring for ray.tune.create_scheduler
* Add docstring to ray.tune.create_searcher
* Fix typo in ray.tune.create_scheduler docstring
* Fix lint errors in tune.schedulers.__init__
* Fix lint errors in tune.suggest.__init__
* Fix lint errors in tune.suggest.__init__
* Fix lint errors in tune.schedulers.__init__
* Fix imports in test_api
* Fix lint errors in test_api
* Fix kwargs in create_searcher
* Fix kwargs in create_scheduler
* Merge branch 'master' into shim-instantiation
* Update use-case in docs in tune.create_scheduler
* Update use-case in docs in tune.create_searcher
* Remove duplicate pytest run from test_api
* Add check to create_searcher
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
* Add check to create_scheduler
* lint
* Compare types of instances in test_api
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
* Add tune.create_searcher to docs
* Fix doc build
* Fix tests
* Add tune.create_scheduler to docs
* Fix tests
* Fix lint errors
* Update Ax search for master
* Fix metric kwarg for Ax in test_api
* Fix doc build
* Fix HyperOptSearch import in test_api
* Fix HyperOptSearch import in create_searcher
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-09-05 09:36:42 -07:00
Kai Fricke
2fac66650d
[tune] extend search space api docs ( #10576 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-09-04 18:39:51 -07:00
krfricke
16486a8df3
[tune] Add OptunaSearcher wrapper around Optuna samplers ( #10044 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Kai Fricke <kai@anyscale.com>
2020-08-12 16:13:22 -07:00
Richard Liaw
c6404e8cf6
[tune] Search alg checkpointing during training ( #9803 )
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Co-authored-by: krfricke <krfricke@users.noreply.github.com>
2020-08-03 15:07:31 -07:00
Richard Liaw
a567f7977c
[tune] Put examples under proper version control ( #9427 )
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Co-authored-by: krfricke <krfricke@users.noreply.github.com>
2020-07-13 18:01:10 -07:00
Richard Liaw
b6c4f45ae0
[tune] Fix links ( #8477 )
2020-05-18 10:08:29 -07:00
Richard Liaw
87cbf2aedd
[docs][tune] Make search algorithm, scheduler docs better! ( #8179 )
2020-05-17 12:19:44 -07:00
Richard Liaw
87557a00fa
[tune] Refactor search algorithms ( #7037 )
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* start refactoring of search algorithms
* format
* needs tests
* fix
* suggestions
* Fix PBT
* lint
* refactoring
* hyperopt_working
* dragonfly
* hyperopt
* change_half_of_algs
* save
* code-removed
* remove_lots_of_unneccessary
* changes
* formatting
* suggest
* reset
* rm
* tests
* search-change
* exception
* refactor-doc
* search
* py
* moredocs
* Update doc/source/tune-searchalg.rst
* concurrency
* max
* tune
* betterwarning
* bohb
* tests
* test-change
Co-authored-by: ujvl <misraujval@gmail.com>
2020-04-27 08:51:13 -07:00
Richard Liaw
b506f87117
[tune] New Doc edits, add Concepts page ( #8083 )
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Co-Authored-By: Sven Mika <sven@anyscale.io>
2020-04-25 18:25:56 -07:00
Richard Liaw
4d8bf5635d
[hotfix] Lint formatting for new Tune optimizer ZOOpt ( #8040 )
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* formatting
* removedill
* lint
2020-04-16 09:24:30 -07:00
Richard Liaw
e311013afd
[tune] Reformat Sections of API Reference ( #7706 )
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* moveit
* moveit
* docstrings to ref
* Update tune-usage.rst
Co-authored-by: Sven Mika <sven@anyscale.io>
2020-03-23 12:23:21 -07:00