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code migration from machinelearning-automl to machinelearning repo feature branch #3324

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merged 213 commits into from Apr 13, 2019

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Dmitry-A
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  • Shuffle code to conform to ml.net folder structure
  • Add automl and automl test components to build
  • Fix issues so it builds

Note this does NOT include running tests or publishing nuget packages, that will come in as a separate PR

jongalloway and others added 30 commits January 4, 2019 13:22
…and values; update gitignore; nit rev for Benchmarking.cs (dotnet#5)
…otnet#10)

* Make validation data param mandatory; remove GetFirstPipeline sample

* remove deprecated todo
* Create ISSUE_TEMPLATE.md

* Create PULL_REQUEST_TEMPLATE.md
…nternal pipeline; transform clean-up; add back in test proj and fix build; refactor trainer ext name mappings (dotnet#15)

* Make validation data param mandatory; remove GetFirstPipeline sample

* remove deprecated todo

* add estimator extensions / catalog; add ability to go from external to internal pipeline; a lot of transform clean-up; add back in test proj and get it building; refactor trainer ext name mappings
…er; write GetNextPipeline API test; fix public Pipeline object serialization; fix header inferencing bug; write test utils for fetching datasets (dotnet#18)
…s, purpose, type, and name instead of available trainers & transforms (dotnet#19)
…ncrease code coverage (dotnet#21)

* fix dataview take util bug, add dataview skip util, add some UTs to increase code coverage

* add accuracy threshold on AutoFit test

* add null check to best pipeline on autofit result
…ode removal for code coverage (including KDO & associated utils); misc fixes & revs (dotnet#22)
srsaggam and others added 25 commits April 2, 2019 10:15
* progressbar

* added progressbar and refactoring

* reverted

* revert sign assembly

* added headers and removed exception rethrow

* bug fixes and updates to UI

* added friendly name printing for metric

* formatting

* change from task to thread

* Update src/mlnet/CodeGenerator/CodeGenerationHelper.cs

Co-Authored-By: srsaggam <41802116+srsaggam@users.noreply.github.com>
* Create test.txt

* Create test.txt

* changes needed for benchmarking

* forgot one file

* merge conflict fix

* fix build break

* back out my version of the fix for Label column issue and fix the original fix

* bogus file removal

* undo SuggestedPipeline change

* remove labelCol from pipeline suggester

* fix build break

* rename AutoML to Microsoft.ML.Auto everywhere and a shot at publishing nuget package (will probably need tweaks once I try to use the pipleline)

* tweak queue in vsts-ci.yml

* there is still investigation to be done but this fix works and solves memory leak problems

* minor refactor
* formatting of pbar message

* Polishing the UI

* optimization

* rename variable

* Update src/mlnet/AutoML/AutoMLEngine.cs

Co-Authored-By: srsaggam <41802116+srsaggam@users.noreply.github.com>

* Update src/mlnet/CodeGenerator/CodeGenerationHelper.cs

Co-Authored-By: srsaggam <41802116+srsaggam@users.noreply.github.com>

* new message

* changed hhtp to https

* added iteration num + 1

* change string name and add color to artifacts

* change the message

* build errors

* added null checks

* added exception messsages to log file

* added exception messsages to log file
* added fix for all platforms progress bar

* upgrade nuget

* removed args from writeline
* fix few bugs in progressbar and verbosity

* removed unused name space
* support for folders with spaces

* added support for paths with space

* revert file

* change name of var

* remove spaces
)

* added progress bar day display and fix regression metrics

* fix formatting

* added total time

* formatted total time
* change command name and add pbar message

* fix tests

* added aliases

* duplicate alias

* added another alias for task
* added formatting changes

* added accuracy specifically
* initial changes

* Change in project structure

* correcting test

* change variable name

* fix tests

* fix tests

* fix more tests

* fix codegen errors

* adde log file message

* changed name of args

* change variable names

* fix test
* Minor telemetry change to log in correct units and make our life easier in the future

* Use Ceiling instead of Round
* move test projects to top level test subdir

* rename some projects to make naming consistent and make it build again

* fix test project refs
@Dmitry-A Dmitry-A changed the base branch from master to features/automl April 12, 2019 23:59
@Dmitry-A Dmitry-A merged commit 1702658 into dotnet:features/automl Apr 13, 2019
@shauheen shauheen added the AutoML.NET Automating various steps of the machine learning process label Apr 21, 2019
@Dmitry-A Dmitry-A deleted the users/dmitrya/move-to-mlnet branch May 1, 2019 23:13
@dotnet dotnet locked as resolved and limited conversation to collaborators Mar 22, 2022
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