Code

Closes #163#193

Code

Merged

deaktator merged 108 commits intodevelopmenteHarmony/aloha:developmentfrom 163-multilabeleHarmony/aloha:163-multilabelCopy head branch name to clipboardNov 8, 2017

+5,125-83

Commits

Commits on Aug 30, 2017

• initial commit with some ideas on how to do multilabel.

  deaktator

  committed
  773b3b1

  Copy full SHA for 773b3b1

• Additional hacking on multilabel model.

  deaktator

  committed
  66817f7

  Copy full SHA for 66817f7

Commits on Aug 31, 2017

• Added multilabel type aliases. Updated MultilabelModel but it's broken.

  deaktator

  committed
  c2516f5

  Copy full SHA for c2516f5

• Added additional commentst.

  deaktator

  committed
  73d378b

  Copy full SHA for 73d378b

• Made SparseLabelDepFeatures type alias a little nicer but abused notation a little.

  deaktator

  committed
  48a6157

  Copy full SHA for 48a6157

Commits on Sep 1, 2017

• New plan. No label-dependent features for now.

  deaktator

  committed
  0ebc108

  Copy full SHA for 0ebc108

• moved MultilabelModel to multilabel package.

  deaktator

  committed
  8ba3e6e

  Copy full SHA for 8ba3e6e

• updated comments

  deaktator

  committed
  5931ef0

  Copy full SHA for 5931ef0

• Removed the requirements that SparseMultiLabelPredictor is Closeable.

  deaktator

  committed
  5e1f1dc

  Copy full SHA for 5e1f1dc

• Added comment to predictor.

  deaktator

  committed
  0aea10c

  Copy full SHA for 0aea10c

• Updated skeleton of MultilabelModel and small change to RegressionFeatures.

  deaktator

  committed
  85229f9

  Copy full SHA for 85229f9

• Added B <: U in helper methods.

  deaktator

  committed
  7812019

  Copy full SHA for 7812019

• Added a few comments to model and added test skeleton.

  deaktator

  committed
  f78e4bd

  Copy full SHA for f78e4bd

• removed parameters to Auditor. Just use defaults because the values don't matter because there are no sub models or super models.

  deaktator

  committed
  f21fa4f

  Copy full SHA for f21fa4f

• Added import to companion object Label type and Auditor.

  deaktator

  committed
  a9a0f8b

  Copy full SHA for a9a0f8b

• Added additional test.

  deaktator

  committed
  2d6de6f

  Copy full SHA for 2d6de6f

• SparseMultiLabelPredictor was made package private for testing.

  deaktator

  committed
  6defbe0

  Copy full SHA for 6defbe0

• updated privacy of type aliases in multilabel package object

  deaktator

  committed
  7661df2

  Copy full SHA for 7661df2

• Serialization test

  amirziai

  committed
  9fd15ad

  Copy full SHA for 9fd15ad

• First test passing

  amirziai

  committed
  ce66b7c

  Copy full SHA for ce66b7c

• Hopefully code complete for the case class.

  deaktator

  committed
  75dee22

  Copy full SHA for 75dee22

• Merge branch '163-multilabel' into 163-multilabel-test

  amirziai

  committed
  599e336

  Copy full SHA for 599e336

• Added comment.

  deaktator

  committed
  2e0f4eb

  Copy full SHA for 2e0f4eb

• Merge branch '163-multilabel' into 163-multilabel-test

  amirziai

  committed
  3dc2921

  Copy full SHA for 3dc2921

Commits on Sep 5, 2017

• lessened privileges.

  deaktator

  committed
  3b2652b

  Copy full SHA for 3b2652b

• Merge remote-tracking branch 'upstream/163-multilabel' into 163-multilabel-test

  amirziai

  committed
  dd7dc71

  Copy full SHA for dd7dc71

• Adding more multi-label tests

  amirziai

  committed
  999348b

  Copy full SHA for 999348b

Commits on Sep 6, 2017

• Success report test case

  amirziai

  committed
  a38b5ea

  Copy full SHA for a38b5ea

• Addressing JMorra's PR comments.

  deaktator

  committed
  a5c5259

  Copy full SHA for a5c5259

• More tests

  amirziai

  committed
  2657672

  Copy full SHA for 2657672

• Merge remote-tracking branch 'upstream/163-multilabel' into 163-multilabel-test

  amirziai

  committed
  163609e

  Copy full SHA for 163609e

• java Serializable needs to be here

  amirziai

  committed
  71e21aa

  Copy full SHA for 71e21aa

Commits on Sep 7, 2017

• Adding MultilabelModel parsing stuff, plugins, VW version, etc.

  deaktator

  committed
  ed08228

  Copy full SHA for ed08228

• Empty label problems test

  amirziai

  committed
  e450ce1

  Copy full SHA for e450ce1

• More explicit val name

  amirziai

  committed
  77d57e0

  Copy full SHA for 77d57e0

Commits on Sep 8, 2017

• MultilabelModel parsing is compiling.

  deaktator

  committed
  6dc5636

  Copy full SHA for 6dc5636

• Added changed from Iterable[(String, Double)] to Sparse.

  deaktator

  committed
  c6152ac

  Copy full SHA for c6152ac

• new line at EOF.

  deaktator

  committed
  ff1725a

  Copy full SHA for ff1725a

Commits on Sep 9, 2017

• VW compiling but still a few holes to fill in. Added Namespaces trait.

  deaktator

  committed
  79422ab

  Copy full SHA for 79422ab

Commits on Sep 11, 2017

• VW compiling. Added test shell. Fill in shell.

  deaktator

  committed
  7546262

  Copy full SHA for 7546262

Commits on Sep 12, 2017

• Number of new changes

  amirziai

  committed
  6d5671d

  Copy full SHA for 6d5671d

• Test passing. It appears we don't need the dummy classes in test mode.

  deaktator

  committed
  6f45145

  Copy full SHA for 6f45145

• Merge remote-tracking branch 'upstream/163-multilabel' into 163-multilabel-test

  amirziai

  committed
  8d1caaa

  Copy full SHA for 8d1caaa

• Updated VwSparseMultilabelPredictor. It now seems to be fully working as show in the test VwMultilabelModelTest.

  deaktator

  committed
  f71aba5

  Copy full SHA for f71aba5

• Added some test comments.

  deaktator

  committed
  e8159fc

  Copy full SHA for e8159fc

• Added comments to VwSparseMultilabelPredictor.

  deaktator

  committed
  6f98ce2

  Copy full SHA for 6f98ce2

• One more passing test, moving to performance testing now

  amirziai

  committed
  47c0658

  Copy full SHA for 47c0658

Commits on Sep 13, 2017

• updated split

  deaktator

  committed
  c54d915

  Copy full SHA for c54d915

Commits on Sep 14, 2017

• Merged from master.

  deaktator

  committed
  1356881

  Copy full SHA for 1356881

Commits on Sep 18, 2017

• Merging updates

  amirziai

  committed
  4c00c6f

  Copy full SHA for 4c00c6f

• Merge remote-tracking branch 'upstream/163-multilabel' into 163-multilabel-test

  Show description for a0a2c0d
  amirziai

  committed
  a0a2c0d

  Copy full SHA for a0a2c0d

• Figured out the gist of a few more tests, terrible code though

  amirziai

  committed
  86890c1

  Copy full SHA for 86890c1

Commits on Sep 19, 2017

• First pass over all tests

  amirziai

  committed
  daffd68

  Copy full SHA for daffd68

Commits on Sep 21, 2017

• Simplified some of the tests

  amirziai

  committed
  8280ef7

  Copy full SHA for 8280ef7

Commits on Sep 22, 2017

• Refactoring

  amirziai

  committed
  80fc41c

  Copy full SHA for 80fc41c

• Refactoring common patterns into the companion object

  amirziai

  committed
  a18a827

  Copy full SHA for a18a827

• committing VwMultilabelRowCreator and updating other stuff to use it.

  deaktator

  committed
  406b1f9

  Copy full SHA for 406b1f9

Commits on Sep 23, 2017

• All tests pass, code structured a bit better

  amirziai

  committed
  dc363e6

  Copy full SHA for dc363e6

• Merge remote-tracking branch 'upstream/163-multilabel' into 163-multilabel-test

  amirziai

  committed
  b0c1b77

  Copy full SHA for b0c1b77

• Wasn't compiling after merge

  amirziai

  committed
  0d35d4c

  Copy full SHA for 0d35d4c

• labels not in training set should be reported

  amirziai

  committed
  201a823

  Copy full SHA for 201a823

• Renamed missingLabels->labelsNotInTrainingSet to conform to new signature

  amirziai

  committed
  a42c9d7

  Copy full SHA for a42c9d7

• Added some unit tests. Still plenty more to do.

  deaktator

  committed
  c8902ec

  Copy full SHA for c8902ec

Commits on Sep 24, 2017

• Adding PR template

  amirziai

  committed
  a1ce0dd

  Copy full SHA for a1ce0dd

Commits on Sep 25, 2017

• Addressing comments

  amirziai

  committed
  d1a40f3

  Copy full SHA for d1a40f3

• Merge pull request #182 from amirziai/163-multilabel-test

  Show description for ddf40fd
  deaktator

  authored
  ddf40fd

  Copy full SHA for ddf40fd

Commits on Sep 26, 2017

• Getting everything to compile. Still some work to be done.,

  deaktator

  committed
  e3f9c59

  Copy full SHA for e3f9c59

Commits on Sep 27, 2017

• VW multi-label model parsing working correctly. Tests prove it!

  deaktator

  committed
  9dd35ee

  Copy full SHA for 9dd35ee

• exposed VW parameters to VwSparseMultilabelPredictor

  deaktator

  committed
  82746e7

  Copy full SHA for 82746e7

• removed TODO.

  deaktator

  committed
  5ab8e7c

  Copy full SHA for 5ab8e7c

• updated tests to add coverage.

  deaktator

  committed
  2023e74

  Copy full SHA for 2023e74

• Added additional tests.

  deaktator

  committed
  86c5c50

  Copy full SHA for 86c5c50

Commits on Sep 29, 2017

• End to end testing working. Need to clean it up.

  deaktator

  committed
  b3fdff4

  Copy full SHA for b3fdff4

• a little cleanup.

  deaktator

  committed
  7087d04

  Copy full SHA for 7087d04

• Removed implicit fn com.eharmony.aloha.factory.ScalaJsonFormats.lift(JsonReader). It was turning JsonFormats to JsonReaders and back to JsonFormats without writing capabilities.

  deaktator

  committed
  2a0b5c0

  Copy full SHA for 2a0b5c0

• simplifying tests.

  deaktator

  committed
  e11aef1

  Copy full SHA for e11aef1

Commits on Oct 3, 2017

• vw param function skeleton.

  deaktator

  committed
  c2a048e

  Copy full SHA for c2a048e

Commits on Oct 4, 2017

• merge from development branch. Build passing.

  deaktator

  committed
  0ce7d68

  Copy full SHA for 0ce7d68

Commits on Oct 5, 2017

• non working VwMultilabelModel.updatedVwParams. Skeleton laid out.

  deaktator

  committed
  3cb9d2e

  Copy full SHA for 3cb9d2e

• quadratics and cubics seem to be working.

  deaktator

  committed
  fb7a8f2

  Copy full SHA for fb7a8f2

• removed println

  deaktator

  committed
  f86b610

  Copy full SHA for f86b610

• made ignore_linear more concise

  deaktator

  committed
  4c25972

  Copy full SHA for 4c25972

Commits on Oct 7, 2017

• lots of stuff working. More tests to write for VwMultilabelParamAugmentation.

  deaktator

  committed
  79f988b

  Copy full SHA for 79f988b

• tested higher order interactions.

  deaktator

  committed
  9f61597

  Copy full SHA for 9f61597

• removed extra whitespace in string output.

  deaktator

  committed
  ca84c36

  Copy full SHA for ca84c36

Commits on Oct 9, 2017

• working but will change regex padding to use zero-width positive lookahead.

  deaktator

  committed
  db8967f

  Copy full SHA for db8967f

• added different padding.

  deaktator

  committed
  6f89630

  Copy full SHA for 6f89630

• Updated documentation and tests. Looks good.

  deaktator

  committed
  95e0c92

  Copy full SHA for 95e0c92

• Updated VW label NS algo. Added test for when a NS can't be found.

  deaktator

  committed
  a7b168a

  Copy full SHA for a7b168a

Commits on Oct 11, 2017

• hacky solution to flags with options referencing files. Use tmp files :-(

  deaktator

  committed
  9c4362b

  Copy full SHA for 9c4362b

Commits on Oct 30, 2017

• Looks good.

  deaktator

  committed
  6df3f83

  Copy full SHA for 6df3f83

Commits on Nov 1, 2017

• Precompute positive and negative dummy class strings.

  deaktator

  committed
  cd50006

  Copy full SHA for cd50006

• Adding numUniqueLabels parameter to updatedVwParams to add VW's --ring_size parameter

  deaktator

  committed
  ffd10ee

  Copy full SHA for ffd10ee

Commits on Nov 3, 2017

• stateful row creator and reservoir sampling.

  deaktator

  committed
  9592b09

  Copy full SHA for 9592b09

Commits on Nov 4, 2017

• provided concrete implementations of iterator and vector apply method.

  deaktator

  committed
  8e478f3

  Copy full SHA for 8e478f3

• more purity in test.

  deaktator

  committed
  b7594fa

  Copy full SHA for b7594fa

• separated pure and impure code.

  deaktator

  committed
  819095a

  Copy full SHA for 819095a

• no more. good enough.

  deaktator

  committed
  b190821

  Copy full SHA for b190821

• It's never good enough, even on a football Saturday.

  deaktator

  committed
  5e1ebd0

  Copy full SHA for 5e1ebd0

Commits on Nov 5, 2017

• Seq -> List

  deaktator

  committed
  0889971

  Copy full SHA for 0889971

Commits on Nov 7, 2017

• VwDownsampledMultilabelRowCreator and supporting infrastructure and tests.

  deaktator

  committed
  d60f226

  Copy full SHA for d60f226

• Made Rand use Int indices, made k < 2^15 in neg label sampling. Updated StatefulRowCreator API.

  deaktator

  committed
  fe8dca2

  Copy full SHA for fe8dca2

Commits on Nov 8, 2017

• Addressing PR comments. Removed VW params from VW multi-label model code.

  deaktator

  committed
  baf7466

  Copy full SHA for baf7466

• Downsampling can now operate over 2^31 - 1 (2 billion) labels.

  deaktator

  committed
  22d9547

  Copy full SHA for 22d9547

• changed Iterator.isEmpty to hasNext. Updated docs.

  deaktator

  committed
  c463c11

  Copy full SHA for c463c11

• forgot logical not in if statement.

  deaktator

  committed
  79fddb6

  Copy full SHA for 79fddb6

• removed toShort from Rand.

  deaktator

  committed
  1c0102c

  Copy full SHA for 1c0102c

• addressing PR comments. Changed name of multilabel model to 'SparseMultilabel'. Generalized StatefulRowCreator.

  deaktator

  committed
  6e21f8c

  Copy full SHA for 6e21f8c