fix: update isolation forest notebook #1696
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Codecov Report
@@ Coverage Diff @@
## master #1696 +/- ##
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- Coverage 81.27% 80.96% -0.31%
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Files 272 272
Lines 14224 14224
Branches 732 732
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- Misses 2663 2707 +44
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* docs: fix command to launch jupyter notebook (#1649) * docs: add aisample uplift modelling (#1640) * add uplift model sample * update uplift model notebook * Update notebooks/community/aisamples/AIsample - Uplift Modelling.ipynb Co-authored-by: weitian <weitian@microsoft.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * chore: publish test jars * docs: improve example notebooks * docs: remove unused docs and fix links * docs: move magic command forward since it restarts interpreter * chore: added `synapse-internal` to platform detector function (#1651) * chore: added trident platform * chore: update naming * Update core/src/main/python/synapse/ml/core/platform/Platform.py * chore: update detection rules * chore: remove redundant check * docs: apply black formatter Co-authored-by: Li Jiang <lijiang1@microsoft.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * fix: KernelSHAP throws error when the key type in the ZipMap output is LongType (#1656) Signed-off-by: Jason Wang <jasowang@microsoft.com> Signed-off-by: Jason Wang <jasowang@microsoft.com> * chore: turn off failing synapse tests temporarily (#1658) * docs: simplify data downloading and add mlflow to uplift modelling (#1659) * chore: simplify data downloading section update save dataframe with delta format * docs: add mlflow logging and loading * Update notebooks/community/aisamples/AIsample - Uplift Modelling.ipynb Co-authored-by: Li Jiang <lijiang1@microsoft.com> * fix: fix Uplift Modelling style * docs: improve error msg to make it clearer for users and fix typos (#1662) * docs: improve error msg to make it clearer for users. * fix: fix typos Co-authored-by: Li Jiang <lijiang1@microsoft.com> * docs: fix multiple typos and update error hintings in ai-samples-timeseries notebook (#1663) Co-authored-by: Serena Ruan <82044803+serena-ruan@users.noreply.github.com> * chore: clean up github workflows and add issue label remover (#1674) * chore: re open github issues after a comment (#1676) * chore: fix typo in issue reopen yaml * chore: fix reopen on comment workflow * chore: fix reopen comment action * Update reopen-issue-on-comment.yml * build: bump amannn/action-semantic-pull-request from 4 to 5.0.1 (#1680) Bumps [amannn/action-semantic-pull-request](https://github.com/amannn/action-semantic-pull-request) from 4 to 5.0.1. - [Release notes](https://github.com/amannn/action-semantic-pull-request/releases) - [Changelog](https://github.com/amannn/action-semantic-pull-request/blob/main/CHANGELOG.md) - [Commits](amannn/action-semantic-pull-request@v4...v5.0.1) --- updated-dependencies: - dependency-name: amannn/action-semantic-pull-request dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * fix: fix linked service on cog service base (#1685) * fix: fix pyarrow failure in deeplearning test (#1689) * build: bump amannn/action-semantic-pull-request from 5.0.1 to 5.0.2 (#1688) Bumps [amannn/action-semantic-pull-request](https://github.com/amannn/action-semantic-pull-request) from 5.0.1 to 5.0.2. - [Release notes](https://github.com/amannn/action-semantic-pull-request/releases) - [Changelog](https://github.com/amannn/action-semantic-pull-request/blob/main/CHANGELOG.md) - [Commits](amannn/action-semantic-pull-request@v5.0.1...v5.0.2) --- updated-dependencies: - dependency-name: amannn/action-semantic-pull-request dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * docs: update developer readme instruction on python env creation (#1693) * update developer readme instruction on python env creation * Update developer-readme.md * Update developer-readme.md * fix: don't throw on invalid columns in DropColumns (#1695) * remove unused imports * batch prompts * don't throw for invalid columns in DropColumn * remove now unused verify method from DropColumns * Remove trident.mlflow APIs. (#1687) Co-authored-by: Li Jiang <lijiang1@microsoft.com> * using predictionCol for isolation forest (#1686) fixing issue #1060 Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * fix: update isolation forest notebook (#1696) * fix: remove synapse E2E testing exclusion - cyber ml (#1699) * remove CyberML exclusion from Synapse test pipeline * black style Co-authored-by: Jessica Wang <jessiwang@microsoft.com> * chore: remove notebooks (#1703) * chore: fix ado integration (#1704) * chore: pin az and python versions (#1705) * chore: remove synapse test exclusions (#1698) * chore: update scalatest and scalactic (#1706) * remove unused imports * batch prompts * don't throw for invalid columns in DropColumn * remove now unused verify method from DropColumns * update scalatest and scalactic * strip unicode out of transliteration result * clean transliterate test * override assertDFEq in TransliterateSuite to strip out zero-width chars * fix: remove Vowpal Wabbit exclusion, add Interpretability exclusion (#1708) * remove Vowpal Wabbit exclusion, add Interpretability exclusion * exclude all Interpretability Notebooks from Synapse E2E Co-authored-by: Jessica Wang <jessiwang@microsoft.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * feat: Remove CNTK functionality and replace with ONNX (#1593) * Switch usage of CNTK to use ONNX * style fix * small test fixes * resolved comments * some test fixes * test fixes and comment responses * more test fixes * fix dbx tests * fix notebooks * misc small fixes * Switch usage of CNTK to use ONNX * style fix * small test fixes * resolved comments * some test fixes * test fixes and comment responses * more test fixes * fix dbx tests * fix notebooks * misc small fixes * test fix * dotnet fix * add protobuf to sbt * notebook style fixes * add protobuf to databricks * revert dependency * dependency override * add shading * more shading * add maven shade plugin * add shade to subproject * switch to using separate onnx dependency * increase onnx version * add ignoreDecodingErrors * fix decoding errors param * fix style error * changed to sonatype package * add snapshots repo to tests - revert later * downgrade package to Java 8 * more snapshot repo refs * databricks onnx version fix * add error comment * centralize package constants * add debugging for image name * debugging image name * add conversion of black and white * style fix * fix to b&w usage * cherry pick python version fix * throw if only 1 channel * cli fix * cleanup of review 1 * fix typo * responded to comments * remove explicit dependency * responded to comments Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * build: bump loader-utils from 2.0.2 to 2.0.3 in /website (#1709) Bumps [loader-utils](https://github.com/webpack/loader-utils) from 2.0.2 to 2.0.3. - [Release notes](https://github.com/webpack/loader-utils/releases) - [Changelog](https://github.com/webpack/loader-utils/blob/v2.0.3/CHANGELOG.md) - [Commits](webpack/loader-utils@v2.0.2...v2.0.3) --- updated-dependencies: - dependency-name: loader-utils dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * chore: ScalaStyle fixes (#1716) * Style fixes * Style fixes * Style fixes in tests * test style fixes * make some warnings errors * make some warnings errors * make some warnings errors * make some warnings errors * fix vw * fixes from review pass * test: Improve ONNXtests reliability (#1713) * Improve ONNXtests reliability * fix constructor build * make new defaults * chore: Move new ImageFeaturizer to onnx namespace (#1711) * feat: Deprecate CNTK objects (#1712) * Deprecate CNTK objects * remove CNTK-based notebooks * ignore 1 failing test * deprecate more util classes * chore: add secret scanning infrastructure (#1724) * feat: Add SpeakerEmotionInference transformer for generating SSML t… (#1691) * feat: Add TextToSpeechSSMLGenerator transformer for generating SSML to augment TTS requestsfeat: Add TextToSpeechSSMLGenerator transformer for generating SSML to augment TTS requests. Adding support for SSML to the TTS endpoint. * Fixing style issues * More style issues * ok it finally passes scalastyle Co-authored-by: Brendan Walsh <brwals@outlook.com> * test: Additional E2E testing infrastructure (#1727) * Addition E2E testing infrastructure * Ignore cleanup test * Style fix * Update platform.py Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * chore: Making secrets optional and cached (#1726) * Making secrets optional and cached * do not cache normal secrets * set publishing for dotnet * more dotnet pipeline edits * testing dotnet no env vars * enable publish only Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * chore: autodelete old models (#1729) * autodelete old models * move cleanup calls to afterAll * fix style Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * clarify date comparisons when deleting old models/groups (#1733) * chore: automate clean-acr with github action workflow (#1735) * hello workflow * make pre-commit executable * clean acr * gh-set-secret * pat->github * echo * env * Create gh-set-secret.yml * Update gh-set-secret.yml * Update gh-set-secret.yml * Create manual.yml * Update manual.yml * Update manual.yml * Update manual.yml * Update manual.yml * use azurecli for keyvault access * remove pip cache * remove columns * fix indent * fix env var name * split off script file * azurecli@v1 * shorten path * lengthen path * add query option to az cmd * re-indent * re-indent again * echo * print * test maniehtestkv * back to azure kv task * back to mmlspark-keys * quot arg * typo * use popen for pipeline-run * run through deletions in whatif mode * print result code * delete result code * format changes and check result of transfer * remove tqdn * remove tqdn * restore actual deletion * formatize prints * delete cruft * switch from manual to cron * sundays at 1am * chmod pre-commit Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * feat: add simple deep learning text classifier (#1591) * refactor deep vision model params * add Text Classifier and tests * update text classifier * add default values for transformation edit fields and removed fields * add deep text classification notebook * update hovorod installation script * update environment * update env * add installing packages on dbx * fix python environment * add more tests * skip deep text model test * address comments * add learning_rate param * fix notebook style * fix _find_num_proc * update newtonsoft.json version in dotnet to resolve security issue * fix missing learning rate param * fix dataframe partition error and strange read output * fix failing test * fix param updates * update notebook to make it run faster * make train data size smaller * update models * remove minor version of python to avoid warnings in pipeline * ignore dl notebooks in Synapse tests * update mardown name * chore: fix style (#1736) * build: bump actions/checkout from 2 to 3 (#1737) Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 3. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](actions/checkout@v2...v3) --- updated-dependencies: - dependency-name: actions/checkout dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore: bump version to 0.10.2 (#1738) * docs: removing beta tag from R * build: bump loader-utils from 2.0.3 to 2.0.4 in /website (#1719) Bumps [loader-utils](https://github.com/webpack/loader-utils) from 2.0.3 to 2.0.4. - [Release notes](https://github.com/webpack/loader-utils/releases) - [Changelog](https://github.com/webpack/loader-utils/blob/v2.0.4/CHANGELOG.md) - [Commits](webpack/loader-utils@v2.0.3...v2.0.4) --- updated-dependencies: - dependency-name: loader-utils dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> * chore: bump docusaurus (#1740) * chore: bump spark to 3.2.3 (#1744) * downgrade spark 3.1 * remove exlusion of org.json4s * fix json4s-ast version * resolve dependency conflicts * remove notebook * fix environment * fix onnxhub load method and add error message in platform.py * update platform.py Signed-off-by: Jason Wang <jasowang@microsoft.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: elswork <elswork@gmail.com> Co-authored-by: Tian Wei <12080578+whiskyboy@users.noreply.github.com> Co-authored-by: weitian <weitian@microsoft.com> Co-authored-by: Mark Hamilton <mhamilton723@gmail.com> Co-authored-by: lhrotk <lhrotk@gmail.com> Co-authored-by: Li Jiang <bnujli@gmail.com> Co-authored-by: Li Jiang <lijiang1@microsoft.com> Co-authored-by: Jason Wang <jasowang@microsoft.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: niehaus59 <41398747+niehaus59@users.noreply.github.com> Co-authored-by: Markus Cozowicz <marcozo@microsoft.com> Co-authored-by: JessicaXYWang <108437381+JessicaXYWang@users.noreply.github.com> Co-authored-by: Jessica Wang <jessiwang@microsoft.com> Co-authored-by: Scott Votaw <svotaw@gmail.com> Co-authored-by: Brendan Walsh <37676373+BrendanWalsh@users.noreply.github.com> Co-authored-by: Brendan Walsh <brwals@outlook.com> Co-authored-by: Kyle Rush <kyrush@microsoft.com>
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website/docs/documentationfolder.Make sure you choose the correct class
estimators/transformersand namespace.DocTablepoints to correct API link.yarn run startto make sure the website renders correctly.<!--pytest-codeblocks:cont-->before each python code blocks to enable auto-tests for python samples.WebsiteSamplesTestsjob pass in the pipeline.