add more references in README for related scientific papers #389

timoschowski · 2019-10-13T21:37:49Z

Description of changes:

This adds a bibliography of related work to the README.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

szha · 2019-10-13T21:51:13Z

Job PR-389/1 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/1/index.html

codecov-io · 2019-10-13T21:51:23Z

Codecov Report

Merging #389 into master will not change coverage.
The diff coverage is n/a.

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  Coverage   80.02%   80.02%           
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  Files         146      146           
  Lines        8402     8402           
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  Hits         6724     6724           
  Misses       1678     1678

jaheba · 2019-10-14T07:26:27Z

I think we shouldn't make the README too long. Maybe we can add a "science" folder or file where we can add links to the paper. Maybe we can even add the abstracts to it.

Alternatively, we could add the references where they relate to. For example, add a README to the deep-factor model which adds the reference to the paper.

timoschowski · 2019-10-14T07:35:15Z

I think we shouldn't make the README too long. Maybe we can add a "science" folder or file where we can add links to the paper. Maybe we can even add the abstracts to it.

Alternatively, we could add the references where they relate to. For example, add a README to the deep-factor model which adds the reference to the paper.

How about having a "Further Material" section in the README and then link to this file?

jaheba · 2019-10-14T07:37:43Z

Good idea!

jaheba

Looks good to me.

jaheba · 2019-10-14T10:01:32Z

REFERENCES.md

+GluonTS. They are grouped according to topic and ordered 
+chronographically.
+
+### Methods


Shouldn't there a H2 heading in-between?

Yes. Added this.

szha · 2019-10-14T10:12:42Z

Job PR-389/2 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/2/index.html

geoalgo · 2019-10-14T11:33:40Z

REFERENCES.md

+```
+A scalable state space model.
+```
+@inproceedings{seeger2016bayesian,


This one is not available, can you remove it from the list?

It would be really nice to have a link to the source code.

How about I leave the paper in here, but with a remark that this isn't part of GluonTS currently?

I think it is better to add pointers only to papers that are in Gluon-ts otherwise it is arguable why putting this reference rather than another one but I let you take the final decision ;)

szha · 2019-10-14T12:01:07Z

Job PR-389/3 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/3/index.html

szha · 2019-10-14T12:05:37Z

Job PR-389/4 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/4/index.html

szha · 2019-10-15T05:24:21Z

Job PR-389/5 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/5/index.html

lostella

I think the REFERENCES.md could use direct links to the publications web pages, for each entry. Otherwise this fails at being a “further reading” section I believe

REFERENCES.md

timoschowski · 2019-10-15T12:15:37Z

I think the REFERENCES.md could use direct links to the publications web pages, for each entry. Otherwise this fails at being a “further reading” section I believe

True. I'll add the links.

szha · 2019-10-16T04:26:26Z

Job PR-389/7 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/7/index.html

lostella · 2019-10-16T07:37:37Z

REFERENCES.md

+ in particular slides, linked from below.
+
+### KDD 2019
+[paper](https://dl.acm.org/citation.cfm?id=3332289) 


Suggested change

[paper](https://dl.acm.org/citation.cfm?id=3332289)

[Paper](https://dl.acm.org/citation.cfm?id=3332289) and

lostella · 2019-10-16T07:38:15Z

REFERENCES.md

+ }
+```
+### SIGMOD 2019
+[paper](https://dl.acm.org/citation.cfm?id=3314033&dl=ACM&coll=DL)


Suggested change

[paper](https://dl.acm.org/citation.cfm?id=3314033&dl=ACM&coll=DL)

[Paper](https://dl.acm.org/citation.cfm?id=3314033&dl=ACM&coll=DL) and

lostella · 2019-10-16T07:38:38Z

REFERENCES.md

+} 
+```
+### VLDB 2018
+[paper](http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf)


Suggested change

[paper](http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf)

[Paper](http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf) and

lostella · 2019-10-16T07:39:36Z

REFERENCES.md

+}
+```
+A two-part article introducing deep learning for forecasting.
+[part 2](https://foresight.forecasters.org/product/foresight-issue-52/)


Suggested change

[part 2](https://foresight.forecasters.org/product/foresight-issue-52/)

[Part 2](https://foresight.forecasters.org/product/foresight-issue-52/) and

lostella

Some final changes required and then this can go!

szha · 2019-10-16T11:06:09Z

Job PR-389/8 is complete.
Docs are uploaded to http://gluon-ts-staging.s3-accelerate.dualstack.amazonaws.com/PR-389/8/index.html

add more references in README for related scientific papers

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jaheba self-requested a review October 14, 2019 07:37

jaheba assigned timoschowski Oct 14, 2019

address comments by jaheba

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jaheba previously approved these changes Oct 14, 2019

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geoalgo reviewed Oct 14, 2019

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fix headings hierachy

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timoschowski dismissed jaheba’s stale review via 1c66e16 October 14, 2019 11:47

added a comment on the REFERENCES

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lostella requested changes Oct 15, 2019

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Tim Januschowski and others added 2 commits October 15, 2019 18:37

including hyperlinks to the papers and clean-up bibtex

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Merge branch 'master' into master

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lostella reviewed Oct 16, 2019

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lostella requested changes Oct 16, 2019

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Merge branch 'master' into master

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Merge branch 'master' into master

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lostella approved these changes Oct 16, 2019

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lostella merged commit 3558cdb into awslabs:master Oct 16, 2019

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add more references in README for related scientific papers #389

add more references in README for related scientific papers #389

timoschowski commented Oct 13, 2019

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szha commented Oct 16, 2019

	[paper](https://dl.acm.org/citation.cfm?id=3332289)
	[Paper](https://dl.acm.org/citation.cfm?id=3332289) and

	[paper](http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf)
	[Paper](http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf) and

	[part 2](https://foresight.forecasters.org/product/foresight-issue-52/)
	[Part 2](https://foresight.forecasters.org/product/foresight-issue-52/) and

add more references in README for related scientific papers #389

add more references in README for related scientific papers #389

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