.. _l-changes:


Changes
=======

.. plot::
    
    import matplotlib.pyplot as plt
    x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52]
    y = [3, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 3, 0, 0, 0, 0, 0, 0, 12, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0]
    xl = ['2022-w09', '2022-w10', '2022-w11', '2022-w12', '2022-w13', '2022-w14', '2022-w15', '2022-w16', '2022-w17', '2022-w18', '2022-w19', '2022-w20', '2022-w21', '2022-w22', '2022-w23', '2022-w24', '2022-w25', '2022-w26', '2022-w27', '2022-w28', '2022-w29', '2022-w30', '2022-w31', '2022-w32', '2022-w33', '2022-w34', '2022-w35', '2022-w36', '2022-w37', '2022-w38', '2022-w39', '2022-w40', '2022-w41', '2022-w42', '2022-w43', '2022-w44', '2022-w45', '2022-w46', '2022-w47', '2022-w48', '2022-w49', '2022-w50', '2022-w51', '2022-w52', '2023-w01', '2023-w02', '2023-w03', '2023-w04', '2023-w05', '2023-w06', '2023-w07', '2023-w08', '2023-w09']
    plt.close('all')
    plt.style.use('ggplot')
    fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(10, 4))
    ax.bar(x, y)
    tig = ax.get_xticks()
    labs = []
    for t in tig:
        if t in x:
            labs.append(xl[x.index(t)])
        else:
            labs.append("")
    ax.set_xticklabels(labs)
    ax.grid(True)
    ax.set_title("commits")
    plt.show()
    


List of recent changes:



.. list-table::
    :widths: auto
    :header-rows: 1

    * - #
      - change number
      - date
      - author
      - comment
    * - 662
      - `2463ff0 <https://github.com/sdpython/mlinsights/commit/2463ff00e118a56c49d866e7180a9ad72adcb24a>`_
      - 2023-02-02
      - xavier dupré
      - Update conf.py
    * - 659
      - `e98a3c2 <https://github.com/sdpython/mlinsights/commit/e98a3c2ff3c0886ba2ba1edcdb225f347e5fb0c0>`_
      - 2022-12-30
      - xavier dupré
      - Update conf.py
    * - 657
      - `a437ba8 <https://github.com/sdpython/mlinsights/commit/a437ba8578dcc3a872e0faa0a74492dfa27ce285>`_
      - 2022-11-29
      - Xavier Dupré
      - Removes normalize attributes (deprecated) (#113)
    * - 656
      - `0f3430a <https://github.com/sdpython/mlinsights/commit/0f3430a035ad8ca050625dbef879a03eae8345cd>`_
      - 2022-08-06
      - xavier dupré
      - lint
    * - 655
      - `8d0ff50 <https://github.com/sdpython/mlinsights/commit/8d0ff5056faea10a41099394e50516c2bb0852fd>`_
      - 2022-08-06
      - xavier dupré
      - Fixes perplexity issue with PredictableTSNE
    * - 654
      - `a726345 <https://github.com/sdpython/mlinsights/commit/a72634592d83ca56a35b3ba5e2140bef2247c357>`_
      - 2022-08-06
      - xavier dupré
      - fix format_value
    * - 653
      - `9bbbeb1 <https://github.com/sdpython/mlinsights/commit/9bbbeb1b1afb4de9fd393f1efa580a35c5568c8e>`_
      - 2022-07-23
      - xavier dupré
      - f strings
    * - 652
      - `6c84efe <https://github.com/sdpython/mlinsights/commit/6c84efeef67f3502097eb6dc9c8a15af164d2d38>`_
      - 2022-07-23
      - xavier dupré
      - Uses f strings in more places
    * - 651
      - `bb1dd6b <https://github.com/sdpython/mlinsights/commit/bb1dd6b9c3b91afca892403c0bf59df37a1db574>`_
      - 2022-07-23
      - xavier dupré
      - code coverage
    * - 650
      - `188d593 <https://github.com/sdpython/mlinsights/commit/188d593bc644a04e5a3795f34817075223b4cb20>`_
      - 2022-07-22
      - xavier dupré
      - upgrade version
    * - 649
      - `5b94de7 <https://github.com/sdpython/mlinsights/commit/5b94de71783e01fdae79090be1bed528fc6a2906>`_
      - 2022-07-22
      - xavier dupré
      - Update config.yml
    * - 648
      - `a238641 <https://github.com/sdpython/mlinsights/commit/a2386410dd46bc9d64a612826f38849a586165ea>`_
      - 2022-07-22
      - xadupre
      - Update config.yml
    * - 647
      - `8994ffe <https://github.com/sdpython/mlinsights/commit/8994ffe6129758b50d77752d574ed5bdd9e7141a>`_
      - 2022-07-22
      - xadupre
      - Update config.yml
    * - 646
      - `4655396 <https://github.com/sdpython/mlinsights/commit/4655396145ce6d515b6d7efc12dffb490e435989>`_
      - 2022-07-22
      - xadupre
      - Update config.yml
    * - 645
      - `814853a <https://github.com/sdpython/mlinsights/commit/814853aff27541feb3b86da47113a0a77c02f0ee>`_
      - 2022-07-22
      - xadupre
      - Update requirements.txt
    * - 644
      - `39a5b72 <https://github.com/sdpython/mlinsights/commit/39a5b72d26d85694809df26a87ee9b407d2368e1>`_
      - 2022-07-22
      - xadupre
      - update CI
    * - 643
      - `9b4493e <https://github.com/sdpython/mlinsights/commit/9b4493eabec004b57565a2bde6683a74d06eeae7>`_
      - 2022-07-22
      - xadupre
      - Merge branch 'master' of https://github.com/sdpython/mlinsights into py10
    * - 642
      - `1090b80 <https://github.com/sdpython/mlinsights/commit/1090b80ca93b5b32c81f7e406248bde11e96495f>`_
      - 2022-07-19
      - xavier dupré
      - Uses f strings
    * - 641
      - `e08ad63 <https://github.com/sdpython/mlinsights/commit/e08ad63d350bba066a9137a11ea22841579896e2>`_
      - 2022-06-05
      - xavier dupré
      - lint
    * - 640
      - `9bdc77c <https://github.com/sdpython/mlinsights/commit/9bdc77c04c04ff13c86918c2dd0b89bdf4fe08bc>`_
      - 2022-06-05
      - xavier dupré
      - lint
    * - 639
      - `89d6ed9 <https://github.com/sdpython/mlinsights/commit/89d6ed946c6c9dcabf725ee45791f71f0e8e3fc3>`_
      - 2022-06-05
      - xavier dupré
      - lint
    * - 638
      - `16085a2 <https://github.com/sdpython/mlinsights/commit/16085a2ad9833662d2386b68b9d37ed8e17db389>`_
      - 2022-05-18
      - xadupre
      - version
    * - 637
      - `f89c7e1 <https://github.com/sdpython/mlinsights/commit/f89c7e1869868723dde70fa946841a7cd2d807b8>`_
      - 2022-05-18
      - xavier dupré
      - Updates CI for scikit-learn==1.1 (#107)
    * - 636
      - `0925896 <https://github.com/sdpython/mlinsights/commit/0925896e67d7b0c6f1b539fedf9ca12d6d311542>`_
      - 2022-03-16
      - xavier dupré
      - Update test_LONG_search_images_keras.py
    * - 635
      - `710cc16 <https://github.com/sdpython/mlinsights/commit/710cc1632985572ae5b0394aacf464b9bbe274eb>`_
      - 2022-03-16
      - xavier dupré
      - lint
    * - 634
      - `9c6594e <https://github.com/sdpython/mlinsights/commit/9c6594e120247cfa2177b46600d103456166d2f9>`_
      - 2022-03-06
      - xavier dupré
      - Update .local.jenkins.lin.yml
    * - 633
      - `ed86930 <https://github.com/sdpython/mlinsights/commit/ed8693056b3d8196e368c6bff425f3651cbff492>`_
      - 2022-03-06
      - xavier dupré
      - Update setup.py
    * - 632
      - `f121cba <https://github.com/sdpython/mlinsights/commit/f121cbaddbac57c9d763b05109b2ec6e64b0b667>`_
      - 2022-03-02
      - xavier dupré
      - eol
    * - 630
      - `0e84267 <https://github.com/sdpython/mlinsights/commit/0e842678a3b5ee5e38eee8f5be142658ad927f49>`_
      - 2022-02-18
      - xavier dupré
      - remove one instance
    * - 629
      - `ec4d729 <https://github.com/sdpython/mlinsights/commit/ec4d72911dfb9bc5eb1e6c3530a29b2e25f41e18>`_
      - 2022-02-18
      - xavier dupré
      - remove another instance
    * - 628
      - `75a8317 <https://github.com/sdpython/mlinsights/commit/75a83171f33e0f524b475d83ed9e17a58e292091>`_
      - 2022-02-18
      - xavier dupré
      - Fixes failing import _joblib_parallel_args
    * - 627
      - `e74f8bd <https://github.com/sdpython/mlinsights/commit/e74f8bd0726531c6921780929238bca6b8fa5e70>`_
      - 2022-02-15
      - xavier dupré
      - Update conf.py
    * - 626
      - `745b124 <https://github.com/sdpython/mlinsights/commit/745b1243233b2c03db348417642dcab2ce2c9828>`_
      - 2022-01-08
      - xavier dupré
      - Update search_engine_vectors.py
    * - 625
      - `4bc32b9 <https://github.com/sdpython/mlinsights/commit/4bc32b938c3306d9749038cb8dbb228ea3abd36d>`_
      - 2022-01-08
      - xavier dupré
      - Update azure-pipelines.yml
    * - 624
      - `f711896 <https://github.com/sdpython/mlinsights/commit/f71189670671a7eef03452f6712d7d4e224dac2e>`_
      - 2022-01-08
      - xavier dupré
      - update CI
    * - 623
      - `b3f30be <https://github.com/sdpython/mlinsights/commit/b3f30be50944dad18efe063a64f5028a42e854de>`_
      - 2022-01-08
      - xavier dupré
      - update CI
    * - 622
      - `5cb6fc1 <https://github.com/sdpython/mlinsights/commit/5cb6fc169780e6f26c15c4c94f64a8d45fdd61e3>`_
      - 2022-01-07
      - xavier dupré
      - update CI
    * - 621
      - `cee3698 <https://github.com/sdpython/mlinsights/commit/cee36988db114c8f46bd4f5e142b75c00e7974c5>`_
      - 2022-01-07
      - xavier dupré
      - update for python 3.10
    * - 618
      - `bae59cd <https://github.com/sdpython/mlinsights/commit/bae59cda775a69bcce83b16b88df2f34a092cb60>`_
      - 2021-10-11
      - xavier dupré
      - lint
    * - 617
      - `14218d9 <https://github.com/sdpython/mlinsights/commit/14218d9e93a095e41f1f5342ec98f22d1e9aac7c>`_
      - 2021-10-04
      - xavier dupré
      - fix unit test
    * - 616
      - `0348241 <https://github.com/sdpython/mlinsights/commit/034824170d720b892b81679bbf9a8872c804c554>`_
      - 2021-10-04
      - xavier dupré
      - Update test_sklearn_convert.py
    * - 615
      - `f3b071e <https://github.com/sdpython/mlinsights/commit/f3b071ec7f1b060aff414aac56fdd65ccbbdd6bc>`_
      - 2021-10-02
      - xavier dupré
      - update history
    * - 614
      - `0f9635b <https://github.com/sdpython/mlinsights/commit/0f9635b8d9f8725b5683593e246b20e64788f53d>`_
      - 2021-10-02
      - xavier dupré
      - update history and version
    * - 613
      - `99db360 <https://github.com/sdpython/mlinsights/commit/99db3604083c2f1b92bbb01899e64a1fc0c20c15>`_
      - 2021-10-02
      - xavier dupré
      - Updates for scikit-learn>=1.0 (#103)
    * - 612
      - `bdf1447 <https://github.com/sdpython/mlinsights/commit/bdf14473a602a4e332e00a45286e50d302f2204d>`_
      - 2021-09-09
      - xavier dupré
      - Add one unit test about digitalize
    * - 610
      - `be4bd47 <https://github.com/sdpython/mlinsights/commit/be4bd47b5c2ea132a3dfe95f51db5833c369d5bd>`_
      - 2021-08-23
      - xavier dupré
      - lint
    * - 608
      - `ab85c50 <https://github.com/sdpython/mlinsights/commit/ab85c50ea31bb7e222b5969504cd946b7951dd0a>`_
      - 2021-08-23
      - xavier dupré
      - Update azure-pipelines.yml
    * - 607
      - `fed71ef <https://github.com/sdpython/mlinsights/commit/fed71ef8798687764f433958a0457019a765af41>`_
      - 2021-08-23
      - xavier dupré
      - version
    * - 604
      - `f2f88c7 <https://github.com/sdpython/mlinsights/commit/f2f88c7bee5f33fa38d869a262ca9d0fc3f098f1>`_
      - 2021-08-22
      - xavier dupré
      - documentation and example
    * - 603
      - `4614868 <https://github.com/sdpython/mlinsights/commit/4614868a428774133092375639c6d8bd8f4129ef>`_
      - 2021-08-22
      - xavier dupré
      - lint
    * - 602
      - `95afdd5 <https://github.com/sdpython/mlinsights/commit/95afdd5ce3a13aab56522634462c10c7afc5f436>`_
      - 2021-08-22
      - xavier dupré
      - lint
    * - 601
      - `d31400f <https://github.com/sdpython/mlinsights/commit/d31400f68a419d95c46307cdce54c4ac61f6eee3>`_
      - 2021-08-22
      - xavier dupré
      - fix tree digitize
    * - 599
      - `1821a80 <https://github.com/sdpython/mlinsights/commit/1821a800a30fb8fe703f4bcbba088487aea5a10b>`_
      - 2021-08-21
      - xavier dupré
      - Implements numpy.digitalize with a DecisionTreeRegressor
    * - 597
      - `4164e3b <https://github.com/sdpython/mlinsights/commit/4164e3b4b39fcedf2f1288b2aba7023e639d3b0c>`_
      - 2021-08-20
      - xavier dupré
      - Update test_quantile_regression.py
    * - 596
      - `774f933 <https://github.com/sdpython/mlinsights/commit/774f933eea9f3f7cc585d6a16fc35ae3d5eb91fb>`_
      - 2021-08-20
      - xavier dupré
      - Update quantile_regression.py
    * - 595
      - `ad684a7 <https://github.com/sdpython/mlinsights/commit/ad684a7addb23021c80803cae3003845f4355d1f>`_
      - 2021-08-20
      - xavier dupré
      - issue 0.24
    * - 594
      - `36aeb6b <https://github.com/sdpython/mlinsights/commit/36aeb6b7933666b79a6ef66ee313cad3ba47dc35>`_
      - 2021-08-20
      - xavier dupré
      - Update test_quantile_regression.py
    * - 593
      - `18bfdb4 <https://github.com/sdpython/mlinsights/commit/18bfdb4770697fdbcc683b4f1b4dc0544b979b34>`_
      - 2021-08-20
      - xavier dupré
      - Update .travis.yml
    * - 591
      - `682021a <https://github.com/sdpython/mlinsights/commit/682021ace846e3f2f747107d6d48e3acdce2dc0b>`_
      - 2021-08-19
      - xavier dupré
      - lint
    * - 590
      - `b7d8eb8 <https://github.com/sdpython/mlinsights/commit/b7d8eb8284f01f9e8a9604b91573b2a55093b5c4>`_
      - 2021-08-19
      - xavier dupré
      - code coverage
    * - 589
      - `d277c79 <https://github.com/sdpython/mlinsights/commit/d277c795c62a9b7e06e2de1d9adf0cf2dc371d4b>`_
      - 2021-08-18
      - xavier dupré
      - Update config.yml
    * - 588
      - `bfb9d14 <https://github.com/sdpython/mlinsights/commit/bfb9d1424e08b9a4365c0254446f9a1cd71e7560>`_
      - 2021-08-18
      - xavier dupré
      - Update azure-pipelines.yml
    * - 587
      - `439f270 <https://github.com/sdpython/mlinsights/commit/439f2707789edcf7516d5bfe6a9d12e779eb1977>`_
      - 2021-08-09
      - xavier dupré
      - lint
    * - 586
      - `85a0896 <https://github.com/sdpython/mlinsights/commit/85a089666eed5f109e238a527f680e3916982440>`_
      - 2021-08-07
      - xavier dupré
      - Update test_LONG_search_images_keras.py
    * - 585
      - `1f6aa68 <https://github.com/sdpython/mlinsights/commit/1f6aa68c1f7dcd39a61fc285daf1e946ba45ef4a>`_
      - 2021-08-07
      - xavier dupré
      - Fix a failing unit test
    * - 584
      - `af4fe80 <https://github.com/sdpython/mlinsights/commit/af4fe80dc3822a56fe71c2d9af57ccbbcbb5545d>`_
      - 2021-07-26
      - xavier dupré
      - Update azure-pipelines.yml
    * - 583
      - `851f5c0 <https://github.com/sdpython/mlinsights/commit/851f5c0a00b6c38b94cbccb116c7df0aa44e1a60>`_
      - 2021-07-11
      - xavier dupré
      - Update test_LONG_search_images_keras.py
    * - 582
      - `fde0e43 <https://github.com/sdpython/mlinsights/commit/fde0e43805df43b6a3656b96c74f47300e16fdab>`_
      - 2021-07-11
      - xavier dupré
      - Update test_LONG_search_images_keras.py
    * - 581
      - `64de0ed <https://github.com/sdpython/mlinsights/commit/64de0ed1deb121e6888e27872c30f0d9b7d5ee1f>`_
      - 2021-07-11
      - xavier dupré
      - Update test_LONG_search_images_keras.py
    * - 580
      - `293cdae <https://github.com/sdpython/mlinsights/commit/293cdaebe5f5322a128f953573180246d4b777ab>`_
      - 2021-07-05
      - xavier dupré
      - Update requirements.txt
    * - 579
      - `d5f5eeb <https://github.com/sdpython/mlinsights/commit/d5f5eeb282750819c13a89b3009293ec3b13441b>`_
      - 2021-07-05
      - xavier dupré
      - Merge branch 'master' of https://github.com/sdpython/mlinsights
    * - 578
      - `25e3e89 <https://github.com/sdpython/mlinsights/commit/25e3e8971083d3708f0da67116f66d5383026a5b>`_
      - 2021-07-05
      - xavier dupré
      - lint
    * - 577
      - `fa8bf65 <https://github.com/sdpython/mlinsights/commit/fa8bf652f8624ab6ba58e32508899ecfc7bde3ad>`_
      - 2021-06-23
      - xavier dupré
      - Support parameter positive for QuantileLinearRegression
    * - 576
      - `7959664 <https://github.com/sdpython/mlinsights/commit/7959664b1439ebe0d16191b2242913e529f57443>`_
      - 2021-06-23
      - xavier dupré
      - improve code coverage
    * - 575
      - `012f319 <https://github.com/sdpython/mlinsights/commit/012f319b193a1a21cddb80a00ca371dcec175a47>`_
      - 2021-06-22
      - xavier dupré
      - Add function r2_score_comparable
    * - 574
      - `60872eb <https://github.com/sdpython/mlinsights/commit/60872ebb5badab140e91647d25efa2af2e0c868a>`_
      - 2021-05-27
      - xavier dupré
      - update travis link
    * - 572
      - `b90475a <https://github.com/sdpython/mlinsights/commit/b90475a709ed65c44525df88fa4f21899d492c14>`_
      - 2021-05-27
      - xavier dupré
      - Update test_classification_kmeans.py
    * - 571
      - `7a5f6ed <https://github.com/sdpython/mlinsights/commit/7a5f6edd76a4ca521aa2e859249b39b235a14924>`_
      - 2021-05-27
      - xavier dupré
      - ut
    * - 570
      - `4dccea9 <https://github.com/sdpython/mlinsights/commit/4dccea905bd2a546be862c0bbe7c300d61096170>`_
      - 2021-05-27
      - xavier dupré
      - Update sklearn_testing.py
    * - 568
      - `47a08f6 <https://github.com/sdpython/mlinsights/commit/47a08f677aeeed6469be7e861d1c2a8b121daea2>`_
      - 2021-05-14
      - xavier dupré
      - code coverage
    * - 566
      - `ed0f64d <https://github.com/sdpython/mlinsights/commit/ed0f64dd06e74f0dd7c502451089789e1857a649>`_
      - 2021-05-06
      - xavier dupré
      - Merge branch 'master' of https://github.com/sdpython/mlinsights into ut
    * - 565
      - `8480703 <https://github.com/sdpython/mlinsights/commit/848070344eca8d10b45b29c820d5192e66fe5f61>`_
      - 2021-05-03
      - xavier dupré
      - Update test_SKIP_code_style.py
    * - 564
      - `7d72715 <https://github.com/sdpython/mlinsights/commit/7d7271582ff37877b4f5de3c5bbd64b134c95a2b>`_
      - 2021-05-03
      - xavier dupré
      - update CI
    * - 563
      - `837d182 <https://github.com/sdpython/mlinsights/commit/837d1824fb8a5e1de0de96c63037a8f851e584d8>`_
      - 2021-05-03
      - xavier dupré
      - Fixes #97, fix issue with deepcopy and criterion
    * - 562
      - `029928b <https://github.com/sdpython/mlinsights/commit/029928b62e54dc8f476e4be08e87c5547ebb3dd1>`_
      - 2021-05-03
      - xavier dupré
      - Merge pull request #85 from sdpython/dev
    * - 561
      - `777bbb8 <https://github.com/sdpython/mlinsights/commit/777bbb85d0203f38aeb6bb5b90c3b87426fbf2db>`_
      - 2021-04-16
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      - Update test_piecewise_decision_tree_experiment.py
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      - 2021-01-02
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      - 2021-01-01
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      - 2021-01-01
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      - Fixes #91, update decision tree criterion to work with 0.24
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      - Fixes #90, fix PipelineCache for scikit-learn 0.24
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      - 2020-09-02
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      - documentation + CI
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      - change for scikit-learn 0.24
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      - Update azure-pipelines.yml
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      - 2020-09-02
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      - update CI
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      - 2020-09-02
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      - Update requirements.txt
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      - update CI
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      - 2020-09-01
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      - extend code coverage
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      - `461453f <https://github.com/sdpython/mlinsights/commit/461453f113bcd9ae3136f444fa818659ae3b2318>`_
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      - pylint
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      - Update my-styles.css
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      - Fixes #81, skl 0.22, 0.23 together
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      - fix failing unit test after scikit-learn update
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      - `a621303 <https://github.com/sdpython/mlinsights/commit/a621303fd5b865d263799d7a89c3020dd3190ab9>`_
      - 2020-07-25
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      - remove warnings, improves compilation otions
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      - 2020-07-23
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      - Update kmeans_l1.py
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      - Update kmeans_l1.py
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      - fix issue with kmeans and recent scikit-learn
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      - fix mlinsights for more recent version of sklearn
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      - Fixes #79, improve pipeline2dot
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      - fix one unit test
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      - improve code coverage
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      - fix missing import
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      - 2020-06-30
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      - Fixes #78, removes strong dependency on pyquickhelper
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      - Fixes #59, add gaussian process to a notebook
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      - 2019-09-14
      - xavier dupré
      - Fix a few bugs while displaying a pipeline
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      - 2019-09-09
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      - add logging to find_ts_group_pattern
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      - 2019-09-08
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      - df.columns and list are not associative
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      - 2019-09-08
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      - find pattern in timeseries by clustering
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      - 2019-09-04
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      - udpate CI build
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      - 2019-09-01
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      - adds timeseries plotting
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      - 2019-09-01
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      - pep8
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      - 2019-09-01
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      - First sketch for timeseries
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      - 2019-08-26
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      - Update README.rst
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      - 2019-08-25
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      - Add a notebook for #65 (permutation and classification)
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      - 2019-08-24
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      - Handles permutation even for regression
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      - 2019-08-24
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      - fix failing unit test
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      - 2019-08-24
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      - Fixes #65, TransformedTargetClassifier2
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      - 2019-08-24
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      - fix deprecation issue
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      - 2019-08-24
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      - Fixes #64, TransformedTargetRegressor2
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      - 2019-08-24
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      - Fixes #63, reciprocal transform
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      - 2019-08-20
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      - pep8
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      - 2019-08-20
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      - some steps about timeseries
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      - 2019-08-19
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      - 2019-08-14
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      - 2019-08-14
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      - refactoring
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      - 2019-08-12
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      - 2019-08-12
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      - Deal with the case of missing additional features #62
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      - 2019-08-12
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      - Deal with multiple version of scikit-learn
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      - 2019-08-12
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      - Implements the case use_all_past=True + documentation for #62
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      - 2019-08-12
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      - First step for #62 (timeseries)
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      - 2019-08-04
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      - disable one test on appveyor
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      - 2019-08-02
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      - 2019-08-02
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      - Update appveyor.yml
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      - 2019-07-29
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      - update for numpy 1.17
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      - 2019-07-29
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      - fix unit test after update to pandas 0.25
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      - 2019-07-21
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      - Update requirements.txt
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      - 2019-07-21
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      - update notebooks
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      - Update requirements.txt
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      - Update requirements.txt
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      - 2019-07-13
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      - Update build.bat
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      - 2019-07-13
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      - rename nmf into anmf
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      - 2019-07-11
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      - update history
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      - Update config.yml
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      - 2019-07-10
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      - Update requirements.txt
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      - 2019-07-09
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      - Fixes #60, visualization of a pipeline with passthrough
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      - 2019-06-18
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      - update CI
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      - 2019-06-11
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      - update CI
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      - 2019-06-11
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      - split unit test into deep / not deep
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      - Update _piecewise_tree_regression_common.pyx
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      - Update test_search_predictions.py
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      - Update test_sklearn_convert.py
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      - 2019-06-09
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      - update for sklearn 0.21
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      - 2019-06-09
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      - caches less, but cache seems to be less efficient
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      - Update test_tsne_predictable.py
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      - 2019-06-06
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      - 2019-06-06
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      - 2019-06-06
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      - style, ci
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      - rename NMFPredictor into ApproximateNMFPredictor
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      - 2019-06-06
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      - Fixes #58, explores way to approximate recommandation with no training
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      - 2019-06-04
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      - 2019-06-04
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      - update CI
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      - 2019-05-28
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      - Update setup.py
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      - Update setup.py
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      - 2019-05-28
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      - Update setup.py
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      - 2019-05-28
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      - do not compare sklearn version
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      - 2019-05-24
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      - update CI
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      - 2019-05-24
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      - update CI
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      - 2019-05-24
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      - fix unit test
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      - 2019-05-24
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      - fix unit test
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      - 2019-05-24
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      - update requirements
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      - 2019-05-24
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      - update setup.py
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      - 2019-05-24
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      - Update requirements.txt
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      - Update HISTORY.rst
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      - __init__
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      - do not cache intermediate predictions
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      - 2019-05-22
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      - cache + gridsearch
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      - 2019-05-22
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      - pipeline with custom cache
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      - 2019-05-20
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      - fix bad import
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      - 2019-05-20
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      - update to the latest sklearn
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      - 2019-05-20
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      - update CI
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      - 2019-05-20
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      - Fix setup.py
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      - update requirements scikit-learn 0.21
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      - fix bug not covered by unit tests
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      - fix misspelling
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      - Fixes #53, intercept intermediate outputs in a scikit-learn pipeline
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      - 2019-04-26
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      - fix documentation
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      - Fixes #51, looks into weird side effects into tfidfvectorizer
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      - update script
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      - 2019-04-25
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      - Update test_code_style.py
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      - `810125f <https://github.com/sdpython/mlinsights/commit/810125f62714f72cb180524fbee4510aa358e774>`_
      - 2019-02-04
      - xavier dupré
      - add default value to unused parameter
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      - `9d09060 <https://github.com/sdpython/mlinsights/commit/9d09060e71ebe4a1003e1e5173801e6feea5d959>`_
      - 2019-02-04
      - xavier dupré
      - Fixes #27, implements TransferTransformer
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      - `cf9a325 <https://github.com/sdpython/mlinsights/commit/cf9a3255261be3361b55a3d83345ea847afb9798>`_
      - 2019-02-02
      - xavier dupré
      - Update visualize_pipeline.ipynb
    * - 141
      - `c62a338 <https://github.com/sdpython/mlinsights/commit/c62a338aae38a2c034125bb62f47a2994b15c67e>`_
      - 2019-02-02
      - xavier dupré
      - refactoring, documentation
    * - 139
      - `c5aa140 <https://github.com/sdpython/mlinsights/commit/c5aa1400167690428f99ad6d45343505eac66049>`_
      - 2019-02-01
      - xavier dupré
      - update CI
    * - 138
      - `071e8ff <https://github.com/sdpython/mlinsights/commit/071e8ff09158bd84c0d8d8ae3ca6aa27353617e5>`_
      - 2019-02-01
      - xavier dupré
      - add graphviz on travis
    * - 137
      - `95ad7ea <https://github.com/sdpython/mlinsights/commit/95ad7ea15c2bc31c092670e100dc84786f715acf>`_
      - 2019-02-01
      - xavier dupré
      - Fixes #26, function to visualize a pipeline
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      - `1a594a9 <https://github.com/sdpython/mlinsights/commit/1a594a9780b14773d58c6c830f1008a5e318713e>`_
      - 2019-01-31
      - xavier dupré
      - refactor the API of predictable t-sne
    * - 135
      - `ace95c2 <https://github.com/sdpython/mlinsights/commit/ace95c26a2b56d5d4655cd58b5964647bc106fb2>`_
      - 2019-01-31
      - xavier dupré
      - Fixes #25, implements predictable t-SNE
    * - 133
      - `610f421 <https://github.com/sdpython/mlinsights/commit/610f4211523c5c56c8571e4195bf55a9f62a2203>`_
      - 2019-01-28
      - xavier dupré
      - pep8
    * - 130
      - `2636415 <https://github.com/sdpython/mlinsights/commit/26364151842cd95dc6e050ab782bd51e1e65e2cd>`_
      - 2019-01-09
      - xavier dupré
      - Disable on test on appveyor
    * - 129
      - `6d8e3ae <https://github.com/sdpython/mlinsights/commit/6d8e3aef2e98d74d6e90741e3b782ce520c66c55>`_
      - 2019-01-09
      - xavier dupré
      - update history
    * - 128
      - `f1d9f4a <https://github.com/sdpython/mlinsights/commit/f1d9f4a94029b4655b2fdef2450b95cba0f3be74>`_
      - 2019-01-08
      - xavier dupré
      - Sets num_workers to 0 to avoid creating other processes (may fail on windows)
    * - 127
      - `45251cb <https://github.com/sdpython/mlinsights/commit/45251cb6dc810b50acf85b98abe5e8058424c9a2>`_
      - 2019-01-08
      - xavier dupré
      - Update LICENSE.txt
    * - 126
      - `34bc224 <https://github.com/sdpython/mlinsights/commit/34bc224e17b183ceb7ab4cf26a25007a7ee9159d>`_
      - 2019-01-06
      - xavier dupré
      - Update logistic_regression_clustering.ipynb
    * - 124
      - `2b4cc1e <https://github.com/sdpython/mlinsights/commit/2b4cc1e8f888291e1d6e84db11ff4adbbafa7e9f>`_
      - 2019-01-06
      - xavier dupré
      - Enable torch and keras for search neighbors
    * - 123
      - `e4ee150 <https://github.com/sdpython/mlinsights/commit/e4ee150fef8bb848ad6dbaeb021d7360a25d889c>`_
      - 2019-01-03
      - xavier dupré
      - Update notebooks
    * - 122
      - `192820c <https://github.com/sdpython/mlinsights/commit/192820c2255a37659e87df3f1c36eedfee1b07d0>`_
      - 2019-01-03
      - xavier dupré
      - Finalize #6, uses keras and pytorch to find nearest neighbors (can be improved)
    * - 121
      - `3665d99 <https://github.com/sdpython/mlinsights/commit/3665d99bd7108d8dcba053a2eac3eaf6343587a0>`_
      - 2019-01-03
      - xavier dupré
      - Fix #6, a couple of bugs remaining
    * - 119
      - `3473a71 <https://github.com/sdpython/mlinsights/commit/3473a71f6249855e17c769e55b03238e88798e0e>`_
      - 2018-12-30
      - xavier dupré
      - Update test_code_style.py
    * - 118
      - `5c12938 <https://github.com/sdpython/mlinsights/commit/5c12938f554c3b429e5d9ef99aa57f5c5c74ae26>`_
      - 2018-11-13
      - xavier dupré
      - update unit test to fix failures
    * - 115
      - `7b5bf3d <https://github.com/sdpython/mlinsights/commit/7b5bf3d3fadad06e4b6cf30b59b8b1608c4d8615>`_
      - 2018-11-11
      - xavier dupré
      - Fix bug when plot only has one row
    * - 114
      - `e860174 <https://github.com/sdpython/mlinsights/commit/e8601740f7c257d8cac32a6b702f31babf14e797>`_
      - 2018-11-11
      - xavier dupré
      - Fix a bug in plot_gallery
    * - 113
      - `4d2f287 <https://github.com/sdpython/mlinsights/commit/4d2f287dce9ac90d0f4320c31e929a78350f3eb1>`_
      - 2018-11-10
      - xavier dupré
      - Fixes #22, improve image gallery
    * - 111
      - `a67579c <https://github.com/sdpython/mlinsights/commit/a67579c0bb7e1f19c9f41134d4683438e6ed1995>`_
      - 2018-10-23
      - xavier dupré
      - Fixes #20, implements QuantileMLPRegressor
    * - 110
      - `e5670a0 <https://github.com/sdpython/mlinsights/commit/e5670a09a21f5cb9d6e363b055930e60d188cd2c>`_
      - 2018-10-06
      - xavier dupré
      - update requirements
    * - 109
      - `0a55587 <https://github.com/sdpython/mlinsights/commit/0a55587c909a100be714ee55f1e5d4f67ecd17f6>`_
      - 2018-10-06
      - xavier dupré
      - Fixes #19, update keras 2.2.4
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      - `b188859 <https://github.com/sdpython/mlinsights/commit/b1888592ee445559aadab8a135afc63dca61da66>`_
      - 2018-09-23
      - xavier dupré
      - update notebook
    * - 106
      - `54f84de <https://github.com/sdpython/mlinsights/commit/54f84de1ccaa0ec476f17ccf831a6fde3e2825c2>`_
      - 2018-09-23
      - xavier dupré
      - fix travis
    * - 105
      - `b5167e3 <https://github.com/sdpython/mlinsights/commit/b5167e3ec8135b006a4bc6887e24dd68fb4970fd>`_
      - 2018-09-23
      - xavier dupré
      - back to 3.6 for travis (tensorflow)
    * - 104
      - `f287dbb <https://github.com/sdpython/mlinsights/commit/f287dbbc8bf01c384a4d934267f919cd45eeffa4>`_
      - 2018-09-23
      - xavier dupré
      - switch to python 3.7 on travis
    * - 103
      - `ee02328 <https://github.com/sdpython/mlinsights/commit/ee023288dbead75db893fe6957dc5a56f981e0fa>`_
      - 2018-09-23
      - xavier dupré
      - fix CI
    * - 102
      - `5d07a8d <https://github.com/sdpython/mlinsights/commit/5d07a8da2afd8d058c7b5af7696540f5760f7e39>`_
      - 2018-09-23
      - xavier dupré
      - update requirements
    * - 100
      - `152684e <https://github.com/sdpython/mlinsights/commit/152684eb4d734c9fe49247aa811df8a0e34d3347>`_
      - 2018-09-17
      - xavier dupré
      - requirements
    * - 99
      - `1148572 <https://github.com/sdpython/mlinsights/commit/11485720b100c842b4d95dd4bb171733c4d98a5a>`_
      - 2018-09-17
      - xavier dupré
      - pep8
    * - 98
      - `e5d0dfc <https://github.com/sdpython/mlinsights/commit/e5d0dfc9a12d9e96cc814a60fd775329c7b9afb2>`_
      - 2018-09-17
      - xavier dupré
      - Fixes #18 (remove warning), add notebook for torch (#6)
    * - 97
      - `003f157 <https://github.com/sdpython/mlinsights/commit/003f15769f2c6d8b1e7021dc09a3a0a5e971e1c6>`_
      - 2018-08-28
      - xavier dupré
      - add missing dependencies for circleci
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      - `fe9c490 <https://github.com/sdpython/mlinsights/commit/fe9c4900358812744aadc70f16b349dad51b7de9>`_
      - 2018-08-26
      - xavier dupré
      - update circleci
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      - `e78cb3e <https://github.com/sdpython/mlinsights/commit/e78cb3eda0c3d4dc158cb29a807031f7511eede5>`_
      - 2018-08-22
      - xavier dupré
      - update local jenkins linux
    * - 94
      - `5d87244 <https://github.com/sdpython/mlinsights/commit/5d8724467971ab96091f96214eb3a14d08380771>`_
      - 2018-08-21
      - xavier dupré
      - improve unit test behavior
    * - 93
      - `89280cb <https://github.com/sdpython/mlinsights/commit/89280cbf040720f8023aba64aed4d04b6bd70ded>`_
      - 2018-08-21
      - xavier dupré
      - pep8
    * - 92
      - `99bba7b <https://github.com/sdpython/mlinsights/commit/99bba7bcdd518a187f47ef52ccc7260bd7602092>`_
      - 2018-08-21
      - xavier dupré
      - fix missing import
    * - 91
      - `08e0391 <https://github.com/sdpython/mlinsights/commit/08e0391ae6db0f2476594f60f480dea24a6c0b55>`_
      - 2018-08-21
      - xavier dupré
      - fix python 3.7 requirements on travis (tensorflow issue)
    * - 90
      - `7aaba90 <https://github.com/sdpython/mlinsights/commit/7aaba901a0b76a14bb3be229a210411d1b621108>`_
      - 2018-08-21
      - xavier dupré
      - Fixes #16, enable Python 3.7 on circleci
    * - 89
      - `493ac41 <https://github.com/sdpython/mlinsights/commit/493ac41488f5eede559a3d93577e602298e977d5>`_
      - 2018-08-21
      - xavier dupré
      - delay import
    * - 88
      - `1e78122 <https://github.com/sdpython/mlinsights/commit/1e781220eea30e08fa5dd7e23dd61977d1decd84>`_
      - 2018-08-21
      - xavier dupré
      - delay import as tensorflow is not available
    * - 87
      - `9c0b679 <https://github.com/sdpython/mlinsights/commit/9c0b679fb0da0c4d76cdb02939cde7be278c872e>`_
      - 2018-08-21
      - xavier dupré
      - do pdf generated
    * - 86
      - `84e790f <https://github.com/sdpython/mlinsights/commit/84e790f30fb9a4733430247d46542f2da8ece73b>`_
      - 2018-08-21
      - xavier dupré
      - add local job jenkins linux
    * - 85
      - `e26bdfd <https://github.com/sdpython/mlinsights/commit/e26bdfd0fcd606ebe86d0dd5866f3eb22ad1233f>`_
      - 2018-07-29
      - xavier dupré
      - fixes #17, replace as_matrix by values
    * - 84
      - `7ec246b <https://github.com/sdpython/mlinsights/commit/7ec246bf0ae7025eea6b16bb8f9086b7d99e618f>`_
      - 2018-07-29
      - xavier dupré
      - keep python 3.7 for local run
    * - 83
      - `806c9ec <https://github.com/sdpython/mlinsights/commit/806c9ec1661541349d222a7a3e3d003145013f92>`_
      - 2018-07-22
      - xavier dupré
      - back to python 3.6
    * - 82
      - `2012384 <https://github.com/sdpython/mlinsights/commit/201238480fe78650928fd0cad0ea815f22001f8b>`_
      - 2018-07-22
      - xavier dupré
      - update circleci about statsmodels
    * - 81
      - `bd0808e <https://github.com/sdpython/mlinsights/commit/bd0808efc809cac75211ca99e9b040ceef200185>`_
      - 2018-07-22
      - xavier dupré
      - update CI python 3.7
    * - 80
      - `1c504f1 <https://github.com/sdpython/mlinsights/commit/1c504f1287e7258e52d792777302581f3522d219>`_
      - 2018-07-07
      - xavier dupré
      - update pandoc
    * - 79
      - `93a26b4 <https://github.com/sdpython/mlinsights/commit/93a26b45f084cd913a9c54b5b6d9ab62c2432e8b>`_
      - 2018-06-20
      - xavier dupré
      - update background style for code
    * - 78
      - `e91fa65 <https://github.com/sdpython/mlinsights/commit/e91fa65fac0f9d528ca2e83b47bf6a58d924efbc>`_
      - 2018-06-19
      - xavier dupré
      - increase coverage
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      - `cf3e72a <https://github.com/sdpython/mlinsights/commit/cf3e72ae23b1d15a60c9969d6b5cb8c5122e27ce>`_
      - 2018-06-19
      - xavier dupré
      - implement #8, stacking, featurizer
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      - `ada44ba <https://github.com/sdpython/mlinsights/commit/ada44bae9075b8e6c89dedb4032b182459a358fc>`_
      - 2018-06-16
      - xavier dupré
      - fix bug #12 (weight in quantile regression), #11 specify quantiles
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      - `bc5b883 <https://github.com/sdpython/mlinsights/commit/bc5b88375e8006819d6c68d1bd8adac02afcdaf7>`_
      - 2018-06-16
      - xavier dupré
      - unit test coverage, notebook coverage
    * - 72
      - `2adfb3f <https://github.com/sdpython/mlinsights/commit/2adfb3fcc16f8aeb113a21efc3e53e5a19ef9612>`_
      - 2018-05-30
      - xavier dupré
      - add notebook, and fix a bug in ClassifierAfterKMeans
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      - `09adb9e <https://github.com/sdpython/mlinsights/commit/09adb9ef9f59977ba6d9f701883654d3c957d5d5>`_
      - 2018-05-28
      - xavier dupré
      - implements combination between logistic regression and k-means #10
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      - `1fa7d4c <https://github.com/sdpython/mlinsights/commit/1fa7d4c250b1462b5beb752c7a48fb90f952247a>`_
      - 2018-05-20
      - xavier dupré
      - fix two imports
    * - 69
      - `250185b <https://github.com/sdpython/mlinsights/commit/250185bbfb7cc59c1a5699b466618c2c674ada11>`_
      - 2018-05-17
      - xavier dupré
      - setup, documentation, circlecli, minor changes
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      - `9bca5a5 <https://github.com/sdpython/mlinsights/commit/9bca5a58b28543e2d9760916c1123d34b9cb1492>`_
      - 2018-05-13
      - xavier dupré
      - fix appveyor
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      - `a72bf0f <https://github.com/sdpython/mlinsights/commit/a72bf0f6a18eb15e6a1220d4a6a45e25368c0b89>`_
      - 2018-05-13
      - xavier dupré
      - update appveyor
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      - `1507ee3 <https://github.com/sdpython/mlinsights/commit/1507ee345c267976f5790352889c9386ac227936>`_
      - 2018-05-12
      - xavier dupré
      - changes for pylint
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      - `5aaba75 <https://github.com/sdpython/mlinsights/commit/5aaba758f1c91ea314800303d1d0867c3c51466f>`_
      - 2018-05-09
      - xavier dupré
      - documentation, style
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      - `71b28bd <https://github.com/sdpython/mlinsights/commit/71b28bd580323bb8a311665535d1f81093888a93>`_
      - 2018-05-08
      - xavier dupré
      - fix example in documentation
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      - `8131f83 <https://github.com/sdpython/mlinsights/commit/8131f83ef6e747ee80c795080c6dd50e8e31a3ac>`_
      - 2018-05-08
      - xavier dupré
      - move items from ensae_teaching_cs #9
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      - `7e2edd1 <https://github.com/sdpython/mlinsights/commit/7e2edd179fdb2eb53428f85eb532a59fc559783e>`_
      - 2018-05-08
      - xavier dupré
      - fix score function in QuantileLinearRegression
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      - `5502dd5 <https://github.com/sdpython/mlinsights/commit/5502dd54394b993e4354582dd49bcc3046e7d61f>`_
      - 2018-05-08
      - xavier dupré
      - add more testing for the QuantileLinearRegression (cloned, cv, pickle)
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      - `a80376f <https://github.com/sdpython/mlinsights/commit/a80376fa036e1d3cc8d6a9259eaaaf46e55a2253>`_
      - 2018-05-08
      - xavier dupré
      - fix bug with weight in quantile regression #7
    * - 57
      - `1fccc7e <https://github.com/sdpython/mlinsights/commit/1fccc7e5eb6949a6fa85a2c00e5858a6a924920e>`_
      - 2018-05-07
      - xavier dupré
      - add quantile regression, change description and documentation #7
    * - 56
      - `8c80b53 <https://github.com/sdpython/mlinsights/commit/8c80b53fae019e8bc3cee03436e465465409e2cc>`_
      - 2018-04-14
      - xavier dupré
      - update requirements
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      - `ca9c7c8 <https://github.com/sdpython/mlinsights/commit/ca9c7c81dc8e95d8e60c9d3df700f2f278b2047a>`_
      - 2018-04-14
      - xavier dupré
      - fix issue #5, replace flake8 by code style
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      - `1d9164d <https://github.com/sdpython/mlinsights/commit/1d9164dbcbd356360302eae682004357318ccd56>`_
      - 2018-04-03
      - xavier dupré
      - add absl-py to appveyor
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      - `9caff92 <https://github.com/sdpython/mlinsights/commit/9caff92bd02b20a95b4ba808350ff000bfc88530>`_
      - 2018-04-03
      - xavier dupré
      - requirements for appveyor
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      - `7465ce8 <https://github.com/sdpython/mlinsights/commit/7465ce87857559ba8e85371694b4d8f8a2218e9f>`_
      - 2018-04-02
      - xavier dupré
      - fix link to waffle
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      - `64444cf <https://github.com/sdpython/mlinsights/commit/64444cf396ab54ba2214c0b8a10ea2fa0c11f6de>`_
      - 2018-03-17
      - xavier dupré
      - documentation, add min, max for non linear correlations
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      - `9798da8 <https://github.com/sdpython/mlinsights/commit/9798da8fe04325d88bfb83d209b4dc7ba3ed4786>`_
      - 2018-03-16
      - xavier dupré
      - add function to compute non linear correlations
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      - `215c029 <https://github.com/sdpython/mlinsights/commit/215c0293460a552295fecdf6c2cb6c95b2e8c097>`_
      - 2018-03-11
      - xavier dupré
      - update appveyor
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      - `c537791 <https://github.com/sdpython/mlinsights/commit/c53779193b9aab05be94d350626f6d8a0d61b535>`_
      - 2018-03-10
      - xavier dupré
      - update setup.py
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      - `06edff9 <https://github.com/sdpython/mlinsights/commit/06edff97ebbc207ba177c309363b9ce44a9e2a4c>`_
      - 2018-02-24
      - xavier dupré
      - update numpy version
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      - `473e4be <https://github.com/sdpython/mlinsights/commit/473e4be9791e243c3c14a0b7561fbe79ea88f7f9>`_
      - 2018-02-24
      - xavier dupré
      - setup requirrements
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      - `9e42219 <https://github.com/sdpython/mlinsights/commit/9e42219eb6e9d99752b0f37d78514072b9c089ab>`_
      - 2018-02-17
      - xavier dupré
      - update requirements
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      - `aeb229c <https://github.com/sdpython/mlinsights/commit/aeb229c2c2743d1e24d2633c6a3834e0187f3b43>`_
      - 2018-01-02
      - xavier dupré
      - update license
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      - `0323faa <https://github.com/sdpython/mlinsights/commit/0323faa0e3fef47fecbc0f2dd3c06ce94b4684ce>`_
      - 2017-12-28
      - xavier dupré
      - style
    * - 41
      - `b75eab5 <https://github.com/sdpython/mlinsights/commit/b75eab5f2c0ddaede24b8a9c45461dadb846365c>`_
      - 2017-12-18
      - xavier dupré
      - update style
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      - `1a858ba <https://github.com/sdpython/mlinsights/commit/1a858ba0aef2c7b651787eafa939f61f4be86592>`_
      - 2017-12-09
      - xavier dupré
      - artifact
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      - `37770f9 <https://github.com/sdpython/mlinsights/commit/37770f927ec6e857538006a09a35834635db4dc4>`_
      - 2017-12-07
      - xavier dupré
      - update plot_gallery to consider urls
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      - `05b7029 <https://github.com/sdpython/mlinsights/commit/05b70299891e938e4f5876e21f5ef00953e881a6>`_
      - 2017-12-06
      - xavier dupré
      - update gitignore
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      - `278faff <https://github.com/sdpython/mlinsights/commit/278faff5a03a454eb1429a66dca11f63181f3a05>`_
      - 2017-12-06
      - xavier dupré
      - remove unnecessary import
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      - `9560b29 <https://github.com/sdpython/mlinsights/commit/9560b29d527e09680c7199acfe4305093d1480cf>`_
      - 2017-12-06
      - xavier dupré
      - change doc style
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      - `d04cdda <https://github.com/sdpython/mlinsights/commit/d04cddab77c6436a89ff896da0804f0854b57ca2>`_
      - 2017-12-04
      - xavier dupré
      - disable testing on Python 3.5
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      - `789e912 <https://github.com/sdpython/mlinsights/commit/789e91228c9890c79f208ef971afd5554f016d3b>`_
      - 2017-12-04
      - xavier dupré
      - update notebook
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      - `845127d <https://github.com/sdpython/mlinsights/commit/845127d921e4fcb6477cd4e48cf2be4d912d0d8a>`_
      - 2017-12-03
      - xavier dupré
      - pep8
    * - 31
      - `0d29680 <https://github.com/sdpython/mlinsights/commit/0d2968067194198f01805403b81df69782075d0d>`_
      - 2017-12-03
      - xavier dupré
      - zip and unzip search_engine
    * - 30
      - `6c6e074 <https://github.com/sdpython/mlinsights/commit/6c6e074c0d73fbd1e68716f297d74d74dd2dbd24>`_
      - 2017-12-03
      - xavier dupré
      - add dependency on pandas_streaming
    * - 29
      - `7dd84bc <https://github.com/sdpython/mlinsights/commit/7dd84bc80cf11cac3155892e6919ab48cab944ad>`_
      - 2017-12-03
      - xavier dupré
      - process features with an iterator
    * - 28
      - `c2fb1d7 <https://github.com/sdpython/mlinsights/commit/c2fb1d769b415c5516d247d8faebf002d93969c4>`_
      - 2017-12-03
      - xavier dupré
      - processs features with an iterator
    * - 27
      - `18f05cb <https://github.com/sdpython/mlinsights/commit/18f05cbc3cec60ada123110e92cc571a413235e1>`_
      - 2017-12-03
      - xavier dupré
      - add logging
    * - 26
      - `2a2ba8b <https://github.com/sdpython/mlinsights/commit/2a2ba8b2061da046ac19d8a8091a8cf9d718bc39>`_
      - 2017-12-03
      - xavier dupré
      - fix a bug in the notebook
    * - 25
      - `2a918f2 <https://github.com/sdpython/mlinsights/commit/2a918f27ee9bc00f45da3068caeef9230b287743>`_
      - 2017-12-01
      - xavier dupré
      - disable testing on Python 3.5
    * - 24
      - `0a7d18f <https://github.com/sdpython/mlinsights/commit/0a7d18f6fe1f354a6049fcabcd3c09c5d3a34d1a>`_
      - 2017-12-01
      - xavier dupré
      - update script
    * - 23
      - `6e635eb <https://github.com/sdpython/mlinsights/commit/6e635eb3af7f596d5305087561e89a95f417a2f6>`_
      - 2017-11-29
      - xavier dupré
      - update script
    * - 20
      - `fca3bcb <https://github.com/sdpython/mlinsights/commit/fca3bcbc3afdaa7b8c474c1aded22e472fb658d9>`_
      - 2017-11-21
      - xavier dupré
      - update logo
    * - 19
      - `16b5e00 <https://github.com/sdpython/mlinsights/commit/16b5e00d8c293ece5324850322e7fc8be35ef1f4>`_
      - 2017-11-20
      - xavier dupré
      - update appveyor
    * - 18
      - `3fb9dbd <https://github.com/sdpython/mlinsights/commit/3fb9dbdf7252e089cd823610145a0b3637c3b671>`_
      - 2017-11-20
      - xavier dupré
      - appveyor + notebook
    * - 17
      - `b77717a <https://github.com/sdpython/mlinsights/commit/b77717a0ef954fc5208811c25cbfcb9d3591738a>`_
      - 2017-11-20
      - xavier dupré
      - add examples of code to illustrate image search
    * - 15
      - `27512c2 <https://github.com/sdpython/mlinsights/commit/27512c2bf96b33f66df1dd8c9afa61944a2bba0c>`_
      - 2017-11-20
      - xavier dupré
      - fix userprofile for linux
    * - 14
      - `6ebbb03 <https://github.com/sdpython/mlinsights/commit/6ebbb03bb991623e2991ffce6754e46b78c95c16>`_
      - 2017-11-20
      - xavier dupré
      - add h5py as dependency (for keras)
    * - 13
      - `f52d3f5 <https://github.com/sdpython/mlinsights/commit/f52d3f5554475dcc4c87ae44cd7b79bae89828ec>`_
      - 2017-11-20
      - xavier dupré
      - update requirements
    * - 12
      - `7beecdd <https://github.com/sdpython/mlinsights/commit/7beecddccc273cb4948e74a986470fad25ac28a4>`_
      - 2017-11-20
      - xavier dupré
      - fix unit tests
    * - 11
      - `05b8510 <https://github.com/sdpython/mlinsights/commit/05b8510fa8959e5cc26444cb88b25ba615df7e9c>`_
      - 2017-11-20
      - xavier dupré
      - add notebook on a search engine for images based on deep learning
    * - 10
      - `b9a6a99 <https://github.com/sdpython/mlinsights/commit/b9a6a9914b1f540d2230e8bc142d5410f1db0873>`_
      - 2017-11-19
      - xavier dupré
      - add notebook and function plot_gallery_images
    * - 9
      - `d5fcc2c <https://github.com/sdpython/mlinsights/commit/d5fcc2c7b229b3fc87f5e52ec1b76ca96b4bdc53>`_
      - 2017-11-19
      - xavier dupré
      - implements the first version of a small search engines on predictions
    * - 8
      - `f426f40 <https://github.com/sdpython/mlinsights/commit/f426f40ba628a3dc9e21e085d383973f7a448224>`_
      - 2017-11-19
      - xavier dupré
      - first example of a search engines
    * - 7
      - `ea9823e <https://github.com/sdpython/mlinsights/commit/ea9823ec15f24814ad33c69c508800dc04e46ab5>`_
      - 2017-11-19
      - xavier dupré
      - update setup.py
    * - 6
      - `0df79f4 <https://github.com/sdpython/mlinsights/commit/0df79f45f12f8c298f9411deb7a0b0e35c117800>`_
      - 2017-11-18
      - xavier dupré
      - add artifacts on appveyor
    * - 5
      - `8fe6bb5 <https://github.com/sdpython/mlinsights/commit/8fe6bb5fe01e5591e3194ecf459513d35fc348a5>`_
      - 2017-11-18
      - xavier dupré
      - add guzzle theme
    * - 3
      - `0acdca9 <https://github.com/sdpython/mlinsights/commit/0acdca9e75118520aa5598946616d508f3af5b4f>`_
      - 2017-11-18
      - xavier dupré
      - pep8
    * - 2
      - `3ecac3c <https://github.com/sdpython/mlinsights/commit/3ecac3c3414a503961bbaf79b139a09af5234f09>`_
      - 2017-11-18
      - xavier dupré
      - icons
    * - 1
      - `6096f47 <https://github.com/sdpython/mlinsights/commit/6096f472056f86162bb987ff5b639afbb654f73f>`_
      - 2017-11-18
      - xavier dupré
      - first commit