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[tune] Add algorithms for search space conversion (#10621)

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Kai Fricke
2020-09-07 13:44:16 -07:00
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doc/source/tune/api_docs/suggestion.rst
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@@ -63,13 +63,6 @@ Summary
- [`SigOpt <https://sigopt.com/>`__]
- :doc:`/tune/examples/sigopt_example`
.. note:: We are currently in the process of implementing automatic search space
conversions for all search algorithms. Currently this works for
AxSearch, BayesOpt, Hyperopt and Optuna. The other search algorithms
will follow shortly, but have to be instantiated with their respective
search spaces at the moment. See the code examples and docstrings for more details.
.. note:: Unlike :ref:`Tune's Trial Schedulers <tune-schedulers>`, Tune SearchAlgorithms cannot affect or stop training processes. However, you can use them together to **early stop the evaluation of bad trials**.
**Want to use your own algorithm?** The interface is easy to implement. :ref:`Read instructions here <byo-algo>`.