Code

Add KeOps MMD detector#548

Code

Merged

arnaudvl merged 53 commits intoSeldonIO:masterSeldonIO/alibi-detect:masterfrom arnaudvl:keopsarnaudvl/alibi-detect:keopsCopy head branch name to clipboardAug 19, 2022

+1,278-67

Commits

Commits on Jun 24, 2022

• first commit keops

  arnaudvl

  committed
  b322dbf

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• update kernel and mmd keops

  arnaudvl

  committed
  29ad4d9

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• allow multiple kernel bandwidths for keops

  arnaudvl

  committed
  dd2d13e

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• fix bug

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  committed
  0a7944c

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Commits on Jun 30, 2022

• update mmd

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  committed
  17d1662

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Commits on Jul 4, 2022

• remove learned kernel and base kernel_matrix MMD function

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Commits on Jul 5, 2022

• unify batched mmd2

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  38ec19b

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Commits on Jul 6, 2022

• update keops mmd

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• update docs and kernel import

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Commits on Jul 7, 2022

• bugfixes

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Commits on Jul 8, 2022

• remove unused imports

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  e2b27f5

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• add benchmarking example

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  d442be8

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• update test mmd

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  244ceb2

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• add test mmd keops

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  f913f5b

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• update readme

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  committed
  2da4a9a

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• bugfix kernel and update mmd test

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  c49f1d2

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• remove print from test

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  75481cc

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• update keops tests

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Commits on Jul 26, 2022

• Merge master and resolve conflicts

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• Add save warning and update tests

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• Update setup and associated docs

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Commits on Jul 27, 2022

• Fix typing issue in

  ascillitoe

  committed
  0db2239

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• Install keops as part of CI

  ascillitoe

  committed
  45e7211

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• Add keops tox environment

  mauicv

  committed
  9cee6bc

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• Merge branch 'master' into keops

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  fb52d4c

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Commits on Jul 28, 2022

• Add keops to all dependency bucket

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  committed
  3fa460c

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• Merge branch 'master' into arnaudvl-keops

  mauicv

  committed
  44df386

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• Fix minor issue

  mauicv

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  82f6d3c

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• Protect GaussianRBF with import optional

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  71142d7

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• Skip keops tests on Windows, and keops notebook test. Fix backend validator.

  ascillitoe

  committed
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• Skip keops kernel tests if not installed

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Commits on Jul 29, 2022

• Add pykeops to op deps ERROR_TYPES

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• Skip keops tests on MacOS

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• Add note to docs about linux-only support for keops

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  committed
  7c5e70d

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• Add batch_size_permutations to pydantic models

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  committed
  fc12b9d

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Commits on Aug 9, 2022

• remove print

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  committed
  f6b331b

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• remove unnecessary comment

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• change default bandwidth fn to None

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• update infer sigma

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• update test warning, update and clarify keops kernels logic

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  committed
  b8adfbe

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• clean up

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  committed
  015cc5e

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• update docstring

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  148019a

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• fix bug

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Commits on Aug 10, 2022

• undo unnecessary kwarg removal

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  committed
  2d88bfc

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• make test consistent with torch/tf backends

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  54df257

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Commits on Aug 11, 2022

• add _mmd2 test

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  committed
  211eeb9

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• remove unused import

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  committed
  f98fd83

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Commits on Aug 16, 2022

• clarify docs, remove redundant framework checks

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  committed
  751d3a0

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• remove print

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  committed
  7c2d781

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• update docs keops

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  committed
  3f69740

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• batched version of sigma_mean part 1

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  committed
  ac5fe64

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• remove unused import

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  committed
  4ce018b

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• update keops kernels test

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  committed
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