ray/doc/source/tune/api_docs/suggestion.rst
Richard Liaw 87557a00fa
[tune] Refactor search algorithms (#7037)
* 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

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ReStructuredText

.. _searchalg-ref:
Search Algorithms (tune.suggest)
================================
.. _repeater-doc:
Repeater
--------
.. autoclass:: ray.tune.suggest.Repeater
ConcurrencyLimiter
------------------
.. autoclass:: ray.tune.suggest.ConcurrencyLimiter
AxSearch
--------
.. autoclass:: ray.tune.suggest.ax.AxSearch
BayesOptSearch
--------------
.. autoclass:: ray.tune.suggest.bayesopt.BayesOptSearch
TuneBOHB
--------
.. autoclass:: ray.tune.suggest.bohb.TuneBOHB
DragonflySearch
---------------
.. autoclass:: ray.tune.suggest.dragonfly.DragonflySearch
HyperOptSearch
--------------
.. autoclass:: ray.tune.suggest.hyperopt.HyperOptSearch
NevergradSearch
---------------
.. autoclass:: ray.tune.suggest.nevergrad.NevergradSearch
SigOptSearch
------------
.. autoclass:: ray.tune.suggest.sigopt.SigOptSearch
SkOptSearch
-----------
.. autoclass:: ray.tune.suggest.skopt.SkOptSearch
ZOOptSearch
-----------
.. autoclass:: ray.tune.suggest.zoopt.ZOOptSearch
SearchAlgorithm
---------------
.. autoclass:: ray.tune.suggest.SearchAlgorithm
:members:
Searcher
--------
.. autoclass:: ray.tune.suggest.Searcher
:members:
:private-members:
:show-inheritance: