krfricke 06af62ba91 [tune] refactor tune search space (#10444) ... * Added basic functionality and tests * Feature parity with old tune search space config * Convert Optuna search spaces * Introduced quantized values * Updated Optuna resolving * Added HyperOpt search space conversion * Convert search spaces to AxSearch * Convert search spaces to BayesOpt * Added basic functionality and tests * Feature parity with old tune search space config * Convert Optuna search spaces * Introduced quantized values * Updated Optuna resolving * Added HyperOpt search space conversion * Convert search spaces to AxSearch * Convert search spaces to BayesOpt * Re-factored samplers into domain classes * Re-added base classes * Re-factored into list comprehensions * Added `from_config` classmethod for config conversion * Applied suggestions from code review * Removed truncated normal distribution * Set search properties in tune.run * Added test for tune.run search properties * Move sampler initializers to base classes * Add tune API sampling test, fixed includes, fixed resampling bug * Add to API docs * Fix docs * Update metric and mode only when set. Set default metric and mode to experiment analysis object. * Fix experiment analysis tests * Raise error when delimiter is used in the config keys * Added randint/qrandint to API docs, added additional check in tune.run * Fix tests * Fix linting error * Applied suggestions from code review. Re-aded tune.function for the time being * Fix sampling tests * Fix experiment analysis tests * Fix tests and linting error * Removed unnecessary default_config attribute from OptunaSearch * Revert to set AxSearch default metric * fix-min-max * fix * nits * Added function check, enhanced loguniform error message * fix-print * fix * fix * Raise if unresolved values are in config and search space is already set Co-authored-by: Richard Liaw <rliaw@berkeley.edu>		2020-09-03 09:06:13 -07:00
..
_tutorials	[tune] add xgboost callbacks to integration module (#10502)	2020-09-02 11:16:09 -07:00
api_docs	[tune] refactor tune search space (#10444)	2020-09-03 09:06:13 -07:00
examples	[tune] Add OptunaSearcher wrapper around Optuna samplers (#10044)	2020-08-12 16:13:22 -07:00
.gitignore	[tune] New Doc edits, add Concepts page (#8083)	2020-04-25 18:25:56 -07:00
contrib.rst	[TUNE] Tune Docs re-organization (#9600)	2020-07-29 11:22:44 -07:00
index.rst	[tune] added FAQ to docs (#10222)	2020-08-24 21:51:02 -07:00
key-concepts.rst	[TUNE] Tune Docs re-organization (#9600)	2020-07-29 11:22:44 -07:00
user-guide.rst	[api] Initial API deprecations for Ray 1.0 (#10325)	2020-08-28 15:03:50 -07:00