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[DOC] refine autograd docs #15109

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merged 6 commits into from
Aug 1, 2019
Merged

[DOC] refine autograd docs #15109

merged 6 commits into from
Aug 1, 2019

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larroy
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@larroy larroy commented May 31, 2019

Description

Refines autograd docs, add second order gradient documentation.

@aaronmarkham @apeforest

Checklist

Essentials

Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [MXNET-$JIRA_ID], where $JIRA_ID refers to the relevant JIRA issue created (except PRs with tiny changes)
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage:
  • Unit tests are added for small changes to verify correctness (e.g. adding a new operator)
  • Nightly tests are added for complicated/long-running ones (e.g. changing distributed kvstore)
  • Build tests will be added for build configuration changes (e.g. adding a new build option with NCCL)
  • Code is well-documented:
  • For user-facing API changes, API doc string has been updated.
  • For new C++ functions in header files, their functionalities and arguments are documented.
  • For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable
  • Check the API doc at http://mxnet-ci-doc.s3-accelerate.dualstack.amazonaws.com/PR-$PR_ID/$BUILD_ID/index.html
  • To the my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change

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Just a style comment in there...

docs/api/python/autograd/autograd.md Outdated Show resolved Hide resolved
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@mxnet-label-bot add [Doc]

@marcoabreu marcoabreu added the Doc label May 31, 2019
@larroy larroy force-pushed the autograd_doc branch 2 times, most recently from 1b86fc1 to fd9635d Compare June 5, 2019 18:29
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larroy commented Jun 5, 2019

@kshitij12345

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larroy commented Jun 5, 2019

#15120

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larroy commented Jun 5, 2019

#14613

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larroy commented Jun 5, 2019

@mxnet-label-bot add [pr-awaiting-merge]

@marcoabreu marcoabreu added the pr-awaiting-merge Review and CI is complete. Ready to Merge label Jun 5, 2019
docs/api/python/autograd/autograd.md Outdated Show resolved Hide resolved
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docs/api/python/autograd/autograd.md Outdated Show resolved Hide resolved
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larroy commented Jun 13, 2019

@szha @apeforest can we merge this PR?

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Can you address @kshitij12345 's question?

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Thanks for the contribution. I added some comments regarding the example.

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larroy commented Jun 15, 2019

Fixes:
#14991

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larroy commented Jun 28, 2019

@apeforest @kshitij12345 can this go?

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@larroy Gentle ping!

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@kshitij12345 kshitij12345 left a comment

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LGTM.

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@apeforest apeforest left a comment

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LGTM

@apeforest apeforest merged commit d5fcd98 into apache:master Aug 1, 2019
anirudhacharya pushed a commit to anirudhacharya/mxnet that referenced this pull request Aug 20, 2019
* refine autograd docs

* CR comments

* Fix examples

* CR comments

* Followup CR

* CR
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8 participants