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[docs] Change some 'parallel learning' references to 'distributed learning' #4000

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merged 4 commits into from
Feb 19, 2021

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In #3596, we agreed to replace the terminology "parallel learning" with "distributed learning" in this project's documentation, everywhere that that phrase was used to refer to multi-machine training. It was also agreed in that issue that this change should not break any current documentation links.

I've started doing that in #3951, in preparation for adding new Dask docs (#3814).

While working on #3951, I realized that many of the places where this language needs to be changed won't break any links. These are in things like code comments and log messages.

This pull request proposes just those changes that don't break links, to hopefully reduce the size of #3951 and make it easier to review.

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Thank you!
Just one comment.

@@ -21,14 +21,14 @@ LightGBM is a gradient boosting framework that uses tree based learning algorith
- Faster training speed and higher efficiency.
- Lower memory usage.
- Better accuracy.
- Support of parallel and GPU learning.
- Support of parallel, distributed, and GPU learning.
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ah missed that one, thanks. Added in 7985222

@jameslamb jameslamb merged commit 7880b79 into master Feb 19, 2021
@jameslamb jameslamb deleted the misc/distributed-learning branch February 19, 2021 15:47
jameslamb added a commit that referenced this pull request Feb 22, 2021
…3951)

* rework distributed learning page

* more references

* more changes

* more changes

* add anchors for olds links

* revert changes from #4000

* fix links

* more links

* Apply suggestions from code review

Co-authored-by: Nikita Titov <[email protected]>

* Update docs/Parallel-Learning-Guide.rst

Co-authored-by: Nikita Titov <[email protected]>

Co-authored-by: Nikita Titov <[email protected]>
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This pull request has been automatically locked since there has not been any recent activity since it was closed. To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues including a reference to this.

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