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27 commits

Author SHA1 Message Date
krfricke
91535e9102
[tune] Refactored Keras integration callbacks (#10509) 2020-09-03 10:16:08 -07:00
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
krfricke
57c4183724
[tune] add xgboost callbacks to integration module (#10502) 2020-09-02 11:16:09 -07:00
krfricke
f3f698816d
[tune] Added PyTorch Lightning callbacks to integrations (#10220) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-08-31 15:30:48 -07:00
krfricke
5a787a8253
[tune] added FAQ to docs (#10222) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-08-24 21:51:02 -07:00
krfricke
16486a8df3
[tune] Add OptunaSearcher wrapper around Optuna samplers (#10044) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-12 16:13:22 -07:00
krfricke
0ef8224446
[tune] PBT replay utility scheduler (#9953) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-07 12:41:49 -07:00
Richard Liaw
c6404e8cf6
[tune] Search alg checkpointing during training (#9803) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-08-03 15:07:31 -07:00
Richard Liaw
0c3b9ebeef
[tune/sgd] Document func_trainable and add checkpoint context (#9739) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
Co-authored-by: Amog Kamsetty <amogkam@users.noreply.github.com>
 2020-07-30 09:46:37 -07:00
Amog Kamsetty
03709d67cb
[Tune Docs] Logging doc fix (#9691) 2020-07-24 11:20:52 -07:00
Richard Liaw
a49eb1d168
[tune] survey (#9670) 2020-07-24 11:08:05 -07:00
Richard Liaw
a567f7977c
[tune] Put examples under proper version control (#9427) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-07-13 18:01:10 -07:00
Richard Liaw
139d21e068
[tune] Docs for tune-sklearn (#9129) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-07-06 15:35:10 -07:00
Richard Liaw
b71c912da7
[tune] Fix up examples (#9201) 2020-07-05 01:16:20 -07:00
Richard Liaw
d35f0e40d0
[tune] Use public methods for trainable (#9184) 2020-07-01 11:00:00 -07:00
ElektroChan89
4bc1d7c043
[docs] Update grid_random.rst (#9102) 2020-06-24 12:36:42 -07:00
goulou
9b4428c668
[ASHA][docs] Change default value of "brackets" (#9101) 
Closes #9058
 2020-06-23 14:43:27 -07:00
Richard Liaw
6c49c01837
[tune] Function API checkpointing (#8471) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-06-15 10:42:54 -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
67c01455fe
[tune] tune.track -> tune.report (#8388) 2020-05-16 12:55:08 -07:00
Richard Liaw
be5235d982
[tune] Clarify Intro Tune Documentation (#8201) 2020-04-27 18:01:00 -07:00
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
Richard Liaw
b506f87117
[tune] New Doc edits, add Concepts page (#8083) 
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) 
* formatting

* removedill

* lint
 2020-04-16 09:24:30 -07:00
Richard Liaw
a67edc4051
[tune] Improve user guides and API docs (#7716) 
* 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>
 2020-04-06 12:16:35 -07:00
Richard Liaw
e311013afd
[tune] Reformat Sections of API Reference (#7706) 
* 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