GitLab

* Fix broken english in Overview

Fix a lot of akward or misleading phrasing.
Fix a few spelling errors.
Fixed past tence vs presen tense (can vs. could, supports vs supported)

* Sentences shouldn't typically begin with "and", in installation.rst

* Fixed a bit of bad grammar and awkward phrasing in Linux installation instructions.

* Additional, single correction in linux instructions.

* Fix a lot of bad grammar and phrasing in windows installation instructions

* Fix a variety of grammar and spelling problems in docker instructions

Lots of akward phrasing.
Lots of tense issues (could vs can)
Lots of spelling errors (especcially "offical")
Lots of missing articles
Docker is a proper noun and should be capitalized

* Missing article in windows install instructions.

* Change some "refer to this"s to "see here"s.

* Fix a lot of bad grammar and confusing wording in Quick Start

tab "something" should be the "something" tab.
Tense issues (e.g., Modified vs. Modify).

* Fix some akward phrasing in hyperparameter tuning directory.

* Clean up grammar and phrasing in trial setup.

* Fix broken english in tuner directory.

* Correct a bunch of bad wording throughout the Hyperparameter Tuning overview

Lots of missing articles.
Swapped out "Example usage" for "Example config", because that's what it is. Usage isn't examplified at all.
I have no idea what the note at the end of the TPE section is trying to say, so I left it untouched, but it should be changed to something that make sense.

* Fixing, as best I canm weird wording in TPE, Random Search, Anneal Tuners

Fixed many incomplete sentences and bad wording.
The first sentence in the Parallel TPE optimization section doesn't make sense to me, but I left it in case it's supposed to be that way. That sentence was copied from the blog post.

* Improve wording in naive evolution description.

* Minor changes to SMAC page wording.

* Improve some wording, but mostly formatting, on Metis Tuner page.

* Minor grammatical fix in Matis page.

* Minor edits to Batch tuner description.

* Minor fixes to gridsearch description.

* Better wording for GPTuner description.

* Fix a lot of wording in the Network Morphism description.

* Improve wording in hyperbanding description.

* Fix a lot of confusing wording, spelling, and gramatical errors in BOHB description.

* Fix a lot of confusing and some redundant wording in the PPOTunder description.

* Improve wording in Builtin Assesors overview.

* Fix some wording in Assessor overview.

* Improved some wording in Median Assessor's description.

* Improve wording and grammar on curve fitting assessor description.

* Improved some grammar and wording the the WebUI tutorial page.

* Improved wording and gammar in NAS overview.

Also deletes one redundant copy of a note that was stated twice.

* Improved grammar and wording in NAS quickstart.

* Improve much of the wording and grammar in the NAS guide.

* Replace "Requirement of classArg" with "classArgs requirements:" in two files

tuner and builtin assessor.One instance in HyperoptTuner.md and BuiltinAssessor.md.
Co-authored-by: AHartNtkn <AHartNtkn@users.noreply.github.com>

* Update BuiltinTuner.md

* Update Overview.md (#1880)

* Update Overview.md

* Update Overview.md

* Update Overview.md

* Update Overview.md

* Update Overview.md

* Update Overview.md

* Update Overview.md

* Update Overview.md

* fix doc build warnings

* update docstring guide

* fix doc build warning #2

* remove typing.Dict

* update

* fix dead link

* remove deprecated docs

* fix missing link warning

* fix link issue after merge

* fix docstring indentation warning

* remove trial.py

* revert commit for deadlink of outdated docs

* fix pylint error

* Add comprehensive tests for tuners (#1570)

* Clarify population size needs to be at least concurrency

* Clarify population size needs to be at least concurrency

* fix population size docs

* add doc & err catch for gp-tuner: support only numerical values

* PPO tuner for NAS, supports NNI's NAS interface (#1380)

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* fix broken link in CommunitySharings

* update docs about nested search space

* update docs

* rename cascding to nested

* fix broken link

* update

* update issue link

* fix typo

* update evaluate parameters from GMM

* refine code

* fix optimized mode bug

* update import warning

* update warning

* update optimized mode

* update population_size in doc

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* fix broken link in CommunitySharings

* update docs about nested search space

* update docs

* rename cascding to nested

* fix broken link

* update

* update issue link

* fix typo

* update evaluate parameters from GMM

* refine code

* fix optimized mode bug

* update import warning

* update warning

* update optimized mode

* fix parallel_tpe bug and refine

* fix bug

* fix kwargs bug

* fix bug

* update the default value of parallel_tpe

* add docs for parallel-tpe

* fix config_schema bug

* update community doc

* fix typo

* update doc for parallel_tpe

* fix bug in receive trial result

* update by comments

* update by comments

* fix self.optimal_y is 0 when mean mode

* update

* update

* update rst

* fix typo | add docstring

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* fix broken link in CommunitySharings

* update docs about nested search space

* update docs

* rename cascding to nested

* fix broken link

* update

* update issue link

* fix typo

* update evaluate parameters from GMM

* refine code

* fix optimized mode bug

* update import warning

* update warning

* update optimized mode

* first commit for update doc structure

* mv the localmode and remotemode to traningservice

* update

* fix 404 deadlink

* fix warning

* add tuner dependency

* Update BuiltinTuner.md

* Update BuiltinTuner.md

* Update BuiltinTuner.md

* fix link err in docs

* add spaces

* re-organise links for detailed descriptions of the tuners and accessors; fix link err in HpoComparision.md

* add in-page link by change .md to .html

* delete #section from cross-file links to make links work in both readthedocs and github docs

* gp_tuner init from fmfn's repo

* fix params bug by adding float>int transition

* add optimal choices; support randint&quniform type; add doc

* refine doc and code

* change mnist yml comments

* typo fix

* fix val err

* fix minimize mode err

* add config test and Hpo result

* support quniform type; update doc; update test config

* update doc

* un-commit changed in yarn.lock

* fix optimize mode bug

* optimize mode

* optimize mode

* reset pylint, gitignore

* revert .gitignore yarn.lock

* realise automatic line change in table cell by adding custom css to Sphinx

* fix typo

* delete toy

* fix config test file ; update docs & readme

* remove changes of another branch

* remove changes of another branch

* fix link err in docs

* add spaces

* re-organise links for detailed descriptions of the tuners and accessors; fix link err in HpoComparision.md

* add in-page link by change .md to .html

* delete #section from cross-file links to make links work in both readthedocs and github docs

* gp_tuner init from fmfn's repo

* fix params bug by adding float>int transition

* add optimal choices; support randint&quniform type; add doc

* refine doc and code

* change mnist yml comments

* typo fix

* fix val err

* fix minimize mode err

* add config test and Hpo result

* support quniform type; update doc; update test config

* update doc

* un-commit changed in yarn.lock

* fix optimize mode bug

* optimize mode

* optimize mode

* reset pylint, gitignore

* revert .gitignore yarn.lock

* fix remote bug

* add document

* add document

* update

* update

* update

* update

* fix remote issue

* fix forEach

* update doc according to comments

* update

* update

* update

* remove 'any more'

* add sklearn in setup.py

* remove sklearn in doc for MetisTuner

re-organise links for detailed descriptions of the tuners and accessors; fix link err in HpoComparision.md. delete #section from cross-file links to make links work in both readthedocs and github docs

re-organise links for detailed descriptions of the tuners and accessors; fix link err in HpoComparision.md

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* fix broken link in CommunitySharings

* update rst

* update docs

Comparison of Hyperparameter Optimization

add BOHB Advisor

* update hyperband

* change STEP to TRIAL_BUDGET

* modify the function of n r

* fix typo

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* fix issue: #902, random parameter

* update doc about random

* change Random tuner test

* update metric_test for Random tuner

* update random config in test

* update Evolution_SQuAD doc

by adding extra rst file