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feat: add text classifier

Open serena-ruan opened this issue 3 years ago • 16 comments

Related Issues/PRs

What changes are proposed in this pull request?

Add deep learning text classification related models

How is this patch tested?

  • [ ] I have written tests (not required for typo or doc fix) and confirmed the proposed feature/bug-fix/change works.

Does this PR change any dependencies?

  • [x] No. You can skip this section.
  • [ ] Yes. Make sure the dependencies are resolved correctly, and list changes here.

Does this PR add a new feature? If so, have you added samples on website?

  • [ ] No. You can skip this section.
  • [x] Yes. Make sure you have added samples following below steps.
  1. Find the corresponding markdown file for your new feature in website/docs/documentation folder. Make sure you choose the correct class estimators/transformers and namespace.
  2. Follow the pattern in markdown file and add another section for your new API, including pyspark, scala (and .NET potentially) samples.
  3. Make sure the DocTable points to correct API link.
  4. Navigate to website folder, and run yarn run start to make sure the website renders correctly.
  5. Don't forget to add <!--pytest-codeblocks:cont--> before each python code blocks to enable auto-tests for python samples.
  6. Make sure the WebsiteSamplesTests job pass in the pipeline.

AB#1908662

serena-ruan avatar Aug 02 '22 07:08 serena-ruan

Hey @serena-ruan :wave:! Thank you so much for contributing to our repository :raised_hands:. Someone from SynapseML Team will be reviewing this pull request soon. We appreciate your patience and contributions :100:!

github-actions[bot] avatar Aug 02 '22 07:08 github-actions[bot]

/azp run

serena-ruan avatar Aug 02 '22 07:08 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Aug 02 '22 07:08 azure-pipelines[bot]

Codecov Report

Merging #1591 (13397e7) into master (952d1bd) will increase coverage by 0.01%. The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master    #1591      +/-   ##
==========================================
+ Coverage   85.83%   85.85%   +0.01%     
==========================================
  Files         278      278              
  Lines       14604    14608       +4     
  Branches      765      783      +18     
==========================================
+ Hits        12535    12541       +6     
+ Misses       2069     2067       -2     
Impacted Files Coverage Δ
...microsoft/azure/synapse/ml/codegen/PyCodegen.scala 90.69% <ø> (ø)
...osoft/azure/synapse/ml/codegen/DotnetCodegen.scala 83.33% <100.00%> (+2.56%) :arrow_up:
...t/azure/synapse/ml/cognitive/SpeechToTextSDK.scala 91.37% <0.00%> (-1.97%) :arrow_down:
...crosoft/azure/synapse/ml/io/http/HTTPClients.scala 77.94% <0.00%> (+10.29%) :arrow_up:

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codecov-commenter avatar Aug 02 '22 07:08 codecov-commenter

/azp run

serena-ruan avatar Sep 15 '22 05:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 15 '22 05:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 15 '22 07:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 15 '22 07:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 15 '22 10:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 15 '22 10:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 19 '22 06:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 19 '22 06:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 20 '22 06:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 20 '22 07:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 20 '22 07:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 20 '22 07:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 27 '22 06:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 27 '22 06:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 28 '22 08:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 28 '22 08:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Sep 29 '22 09:09 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Sep 29 '22 09:09 azure-pipelines[bot]

/azp run

serena-ruan avatar Oct 11 '22 09:10 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Oct 11 '22 09:10 azure-pipelines[bot]

/azp run

serena-ruan avatar Oct 17 '22 09:10 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Oct 17 '22 09:10 azure-pipelines[bot]

/azp run

serena-ruan avatar Nov 21 '22 03:11 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Nov 21 '22 03:11 azure-pipelines[bot]

/azp run

serena-ruan avatar Nov 21 '22 09:11 serena-ruan

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Nov 21 '22 09:11 azure-pipelines[bot]