Code

AutoML#790

Code

Merged

paynie merged 141 commits intodevelopAngel-ML/angel:developfrom Auto-MLAngel-ML/angel:Auto-MLCopy head branch name to clipboardJul 23, 2019

+48,596-32

Commits

Commits on Nov 8, 2018

• auto ml framework

  bluesjjw

  committed
  bef4f1d

Commits on Nov 12, 2018

• initial work of RF in Angel

  bluesjjw

  committed
  1a504c5

Commits on Nov 13, 2018

• DT learner and params

  bluesjjw

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  10835df

Commits on Nov 15, 2018

• compile clean version

  bluesjjw

  committed
  004a56f

• format code

  bluesjjw

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  2befb12

Commits on Nov 16, 2018

• RFLearner, refine strategy, add MLConf

  bluesjjw

  committed
  8eeecc9

Commits on Nov 19, 2018

• parse random forest configs

  bluesjjw

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  e8f5b51

Commits on Nov 20, 2018

• param parser

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  91b9407

• add conf and strategy

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  b11114b

• basic data structure

  bluesjjw

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  8ae7f62

• models for DT and RF

  bluesjjw

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  ae89439

Commits on Nov 21, 2018

• improve basic data structure

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  fdb7990

• chech tree num and assign trees

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  a236c34

Commits on Nov 22, 2018

• error of task assignment

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  2886848

Commits on Nov 23, 2018

• bug fix of config parser

  bluesjjw

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  30929f2

• bug fix, rm log

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  6262f2a

Commits on Dec 6, 2018

• reconstruct automl framework

  bluesjjw

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  2744e62

• import error

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  78b34e6

• Revert "import error"

  Show description for 948b351
  bluesjjw

  committed
  948b351

• Revert "reconstruct automl framework"

  Show description for 2115a89
  bluesjjw

  committed
  2115a89

Commits on Dec 7, 2018

• reconstruct to spark.ml API

  bluesjjw

  committed
  4ce9861

Commits on Dec 11, 2018

• conf of preprocess, dataframe loader, a start of preprocess

  bluesjjw

  committed
  4c4227d

Commits on Dec 12, 2018

• add tokenizer and stopwordremover

  bluesjjw

  committed
  56efbc3

• bug fix

  bluesjjw

  committed
  caa0c7b

• bug fix

  bluesjjw

  committed
  557b1ee

• implement Sampler with Transformer

  bluesjjw

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  0d74c0b

• add seed to Sampler

  bluesjjw

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  fa00dab

Commits on Dec 14, 2018

• wrapper of spark.ml transformer

  bluesjjw

  committed
  0a38e82

• code format

  bluesjjw

  committed
  d194a94

• Merge pull request #583 from bluesjjw/Auto-ML-jeremy

  Show description for 256b413
  paynie

  authored
  256b413

Commits on Dec 17, 2018

• relations of Transformer inputs and outputs

  bluesjjw

  committed
  d070c98

• improve transformer wrapper, gennerate input and output

  bluesjjw

  committed
  5a234a4

• implement several transformer wrapper

  bluesjjw

  committed
  97a2982

• build pipeline automatically

  bluesjjw

  committed
  3e3bccf

• Merge pull request #584 from bluesjjw/Auto-ML-jeremy

  Show description for 97faed4
  bluesjjw

  authored
  97faed4

Commits on Dec 20, 2018

• covariance kernel

  bluesjjw

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  39d7bdb

• square distance for kernel

  bluesjjw

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  ca9f647

• cholesky decomposition and matrix det

  bluesjjw

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  28cd24a

• data parser for breeze vector

  bluesjjw

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  0091f46

• use array instead of list

  bluesjjw

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  551e737

Commits on Dec 22, 2018

• bug fix of covariance function

  bluesjjw

  committed
  4bcc63a

• new covariance function: square exp

  bluesjjw

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  0045052

• covar type, log likelihood, kernel diff function

  bluesjjw

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  d2f8445

• GP model and surrogate

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  5e249b9

• UT of dist function

  bluesjjw

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  36ded18

Commits on Dec 26, 2018

• Merge pull request #594 from bluesjjw/Auto-ML-jeremy

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  bluesjjw

  authored
  03cc7fa

• bug fix of GP model

  bluesjjw

  committed
  85df943

• GP surrogate and tuner example

  bluesjjw

  committed
  af39939

• Merge pull request #598 from bluesjjw/Auto-ML-jeremy

  Show description for 9f32cf9
  bluesjjw

  authored
  9f32cf9

• Merge branch 'branch-2.0.1' into Auto-ML

  Show description for f511410
  bluesjjw

  committed
  f511410

• refine constructer

  bluesjjw

  committed
  b35e73e

Commits on Dec 27, 2018

• avoid redundant sample

  bluesjjw

  committed
  5998638

• fix negtive variance error

  bluesjjw

  committed
  ae10db3

• more friendly constructor for ParamSpace

  bluesjjw

  committed
  c76ce14

• init auto learner

  bluesjjw

  committed
  6d30f70

• bug fix of covariance

  bluesjjw

  committed
  0d9008c

Commits on Dec 28, 2018

• auto learner, reset param, and an example

  bluesjjw

  committed
  9faa80d

Commits on Dec 29, 2018

• basic architecture of auto feature

  xuehuanran

  committed
  00e0594

Commits on Jan 2, 2019

• minimize bug gix

  bluesjjw

  committed
  3ef6cd7

Commits on Jan 3, 2019

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  xuehuanran

  committed
  46011f5

Commits on Jan 4, 2019

• automl module

  bluesjjw

  committed
  3e46fbf

• rm useless import

  bluesjjw

  committed
  245b443

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  xuehuanran

  committed
  451ee7b

• automl examples

  bluesjjw

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  c3572bb

• rm debug log

  bluesjjw

  committed
  582beef

• revise pom

  bluesjjw

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  d9e9cc2

• create PipelineWrapper and PipelineDriver

  xuehuanran

  committed
  bfe87e5

Commits on Jan 10, 2019

• bug fix

  bluesjjw

  committed
  e5ddfe3

Commits on Jan 11, 2019

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  xuehuanran

  committed
  a6efb79

Commits on Jan 16, 2019

• Add random-search and grid-search

  zwt233

  committed
  a2967f5

• Add BreezeOpTest

  zwt233

  committed
  a09a43c

• Merge pull request #608 from xuehuanran/Auto-ML

  Show description for 8085b06
  bluesjjw

  authored
  8085b06

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  zwt233

  committed
  fc3e793

• bug fix of preprocess

  bluesjjw

  committed
  9c71a43

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  xuehuanran

  committed
  2f0c8ad

• Merge branch 'Auto-ML' of https://github.com/zwt233/angel into Auto-ML

  zwt233

  committed
  56ae5fd

• Fix the wrong definition of EI

  zwt233

  committed
  10ed2cf

• Merge branch 'Auto-ML' of https://github.com/zwt233/angel into Auto-ML

  zwt233

  committed
  9e250bd

Commits on Jan 17, 2019

• Merge pull request #625 from zwt233/Auto-ML

  Show description for 644801c
  bluesjjw

  authored
  644801c

• code format

  bluesjjw

  committed
  7a24a26

Commits on Jan 23, 2019

• Refactor the code of Random-search and Grid-search so that they can write in the same style of GP.

  zwt233

  committed
  7b14536

• Fix the bug of Grid-search

  zwt233

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  c8951aa

• Add some test cases

  zwt233

  committed
  270f70a

• Merge branch 'Auto-ML' into Auto-ML

  zwt233

  authored
  f1289e7

Commits on Feb 14, 2019

• add some wrappers of text preprocess and a pipelineTest

  xuehuanran

  committed
  8b0443a

• Merge branch 'Auto-ML' of https://github.com/Angel-ML/angel into Auto-ML

  xuehuanran

  committed
  2303b61

Commits on Feb 15, 2019

• refine config interface

  bluesjjw

  committed
  42674db

Commits on Feb 18, 2019

• Merge pull request #661 from xuehuanran/Auto-ML

  Show description for fde2972
  bluesjjw

  authored
  fde2972

Commits on Feb 19, 2019

• implement the function to choose the surrogate and rename some classes

  zwt233

  committed
  e87e902

• Update the configuration space and its use in the test cases.

  zwt233

  committed
  ed4b2ff

• Update the configuration space and its use in the test cases.

  zwt233

  committed
  d91dcc4

Commits on Feb 28, 2019

• cartesian product, vector filter

  bluesjjw

  committed
  05e6b1b

Commits on Mar 4, 2019

• bug fix: no valid config

  bluesjjw

  committed
  747dcc1

• bug fix: pass update given empty array

  bluesjjw

  committed
  0dec977

Commits on Mar 5, 2019

• Merge pull request #635 from zwt233/Auto-ML

  Show description for d7af5a6
  bluesjjw

  authored
  d7af5a6

Commits on Mar 6, 2019

• update two-order cross

  bluesjjw

  committed
  4e2152f

• skip test

  bluesjjw

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  4718ed2

• add input conf

  bluesjjw

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  4cb657a

Commits on Mar 13, 2019

• Create Lasso, RandomForest, Variance Selector and FeatureSelectorTest

  xuehuanran

  committed
  c54d4bc

• reformat code

  bluesjjw

  committed
  dfef005

• use new Solver interface

  bluesjjw

  committed
  2ea162a

• sort cofficients according to the absolute value, match the return vector type according to the input vector type.

  xuehuanran

  committed
  dac5e08

Commits on Mar 14, 2019

• Merge pull request #693 from xuehuanran/Auto-ML

  Show description for f2d900e
  bluesjjw

  authored
  f2d900e

Commits on Mar 15, 2019

• selector supports both DenseVector and SparseVector

  bluesjjw

  committed
  c0ac7dc

Commits on Mar 16, 2019

• self cartesian

  bluesjjw

  committed
  26272f4

• add ut test

  bluesjjw

  committed
  73853af

• fix empty config bugs

  Show description for 33b43d0
  bluesjjw

  committed
  33b43d0

• add ut test of tuner

  bluesjjw

  committed
  5abf6c5

• revise grid search

  Show description for 0143396
  bluesjjw

  committed
  0143396

• remove random seed, add RF ut

  bluesjjw

  committed
  3a0cea2

• remove useless example

  bluesjjw

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  64e577f

Commits on Mar 18, 2019

• refine variance selector with spark.ml interface

  Show description for f5f7fac
  bluesjjw

  committed
  f5f7fac

Commits on Mar 19, 2019

• add distributed feature cross and selector example

  bluesjjw

  committed
  736b8c1

• refine ut test for feature cross

  bluesjjw

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  e6ad92d

Commits on Mar 20, 2019

• add UT for three order feature cross

  bluesjjw

  committed
  6e99fc6

Commits on Mar 21, 2019

• bug fix: support grid search for continuous space

  bluesjjw

  committed
  ffd74ab

• bug fix: selector should output sparse vector

  bluesjjw

  committed
  7df9146

• refine example and ut

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  9b096a8

Commits on Mar 22, 2019

• bug fix: BinaryLogisticRegressionSummary interface error

  bluesjjw

  committed
  6bbcc73

• bug fix: one param returns a simgle vector

  bluesjjw

  committed
  87780bd

Commits on Mar 26, 2019

• reduce tolerance of LBFGS for GP

  bluesjjw

  committed
  c5b5fa4

• Add FtestSelector, fix the problem of the filterIndices, add setNumTopFeatures for each fitted selector,

  xuehuanran

  committed
  9fd6712

Commits on Apr 3, 2019

• Merge pull request #700 from xuehuanran/Auto-ML

  Show description for 44e690c
  bluesjjw

  authored
  44e690c

Commits on Apr 9, 2019

• handle not converge exception

  bluesjjw

  committed
  cca7419

Commits on Apr 11, 2019

• fix convergence failure in GP EM algorithm

  bluesjjw

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  2452dbd

• change log

  bluesjjw

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  1294506

Commits on May 15, 2019

• 1 add the PipelineWrapperModel in the PileWrapper to drop Intermediate dataframe

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  xuehuanran

  committed
  27211af

Commits on May 16, 2019

• change spark version, auto offline learner and runner

  bluesjjw

  committed
  df62b53

Commits on May 19, 2019

• change scope of lib for automl

  bluesjjw

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  2339790

Commits on May 20, 2019

• integration of Angel and auto tuning

  bluesjjw

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Commits on May 23, 2019

• parse conf to set params of auto tuner

  bluesjjw

  committed
  6346229

Commits on May 27, 2019

• Merge pull request #772 from xuehuanran/Auto-ML

  Show description for d29e2a7
  bluesjjw

  authored
  d29e2a7

• Solve conflicts

  zwt233

  committed
  437a6d7

Commits on May 28, 2019

• Merge pull request #776 from zwt233/Auto-ML

  Show description for 8e2fac5
  bluesjjw

  authored
  8e2fac5

Commits on May 30, 2019

• refactor earsly stopping

  bluesjjw

  committed
  bbb6f94

Commits on May 31, 2019

• dependency error

  bluesjjw

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Commits on Jun 3, 2019

• fix bug: firstFlow might be reversed if not set split(0)

  bluesjjw

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  b01417d

• Revert "fix bug: firstFlow might be reversed if not set split(0)"

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  bluesjjw

  committed
  4d42fe9

Commits on Jun 8, 2019

• merge branch-2.2.0, fix conflits

  bluesjjw

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Commits on Jun 9, 2019

• trainer returns metrics

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Commits on Jun 13, 2019

• tune the hyper-parameters of GBDT

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