[PRE REVIEW]: xesn: Echo state networks powered by xarray and dask

[editorialbot]

Submitting author: @timothyas (Timothy Smith)
Repository: https://github.com/timothyas/xesn
Branch with paper.md (empty if default branch):
Version: v0.1.4
Editor: @sneakers-the-rat
Reviewers: @Arcomano1234, @wiljnich
Managing EiC: Chris Vernon

Status

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Markdown: [![status](https://joss.theoj.org/papers/84a7fddace8425c95603b4f690a69896/status.svg)](https://joss.theoj.org/papers/84a7fddace8425c95603b4f690a69896)

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Thanks for submitting your paper to JOSS @timothyas. Currently, there isn't a JOSS editor assigned to your paper.

@timothyas if you have any suggestions for potential reviewers then please mention them here in this thread (without tagging them with an @). You can search the list of people that have already agreed to review and may be suitable for this submission.

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[editorialbot]

Software report:

github.com/AlDanial/cloc v 1.90  T=0.06 s (1049.2 files/s, 267278.3 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          24           1054            726           2964
TeX                              1            163              0           1699
Jupyter Notebook                 6              0           6019            840
Markdown                         3            107              0            545
YAML                            12             50             66            476
reStructuredText                 9            157            143            403
TOML                             2              4              0             34
DOS Batch                        1              8              1             26
JSON                             1              1              0             16
make                             1              5              7             11
Bourne Shell                     1              2              8              4
-------------------------------------------------------------------------------
SUM:                            61           1551           6970           7018
-------------------------------------------------------------------------------

Commit count by author:

    39	Timothy Smith
    21	timothyas

[editorialbot]

⚠️ An error happened when generating the pdf.

[editorialbot]

Paper file info:

📄 Wordcount for paper.md is 3240

✅ The paper includes a Statement of need section

[editorialbot]

License info:

🟡 License found: Other (Check here for OSI approval)

[crvernon]

@editorialbot invite @jromanowska as editor

👋 @jromanowska - since we are wrapping up one of your other submissions, do you think you could take this one on?

[editorialbot]

Invitation to edit this submission sent!

[crvernon]

👋 @timothyas -There are a few things that you can take care of until I get a topic editor assigned to your submission:

• fix your paper.md file header. I believe you have an extra tab in front of your ORCID specifications. Once fixed, we should be able to compile from here.
• Please bring the word count of your paper to around a max of 1000 words. You can reference your documentation if needed from the paper.
• I don't see a paper.bib file with your bibliography present in your repo

Thanks!

[timothyas]

@editorialbot generate pdf

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[editorialbot]

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[timothyas]

@crvernon thank you for this!

• I think I fixed the tabbing issue in the paper.md header, it looks like editorialbot was able to compile the pdf.
• I am using a bibliography file located within the docs directory of the repo (at docs/references.bib). Will this work, or does it have to be paper.bib in the main directory of the repo?
• I will work on the wordcount, I didn't realize the word limit was strict.

[jromanowska]

Hi, @crvernon, thanks for the invitation, but I need to decline - I'm going away for holidays entire July. See you in August! 👋

[crvernon]

No problem, thanks @jromanowska!

[crvernon]

@editorialbot invite @sneakers-the-rat as editor

👋 @sneakers-the-rat - are you available to take this one on?

[editorialbot]

Invitation to edit this submission sent!

[timothyas]

@editorialbot generate pdf

@crvernon I was able to reduce the paper length dramatically from what it was, to ~1600 words. Please let me know if this is acceptable for JOSS. Thank you!

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[editorialbot]

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[crvernon]

Thanks @timothyas - we will let the assigned topic editor and reviewers provide feedback before I ask for any further cuts. Thanks for knocking this out quickly!

@editorialbot generate pdf

@crvernon I was able to reduce the paper length dramatically from what it was, to ~1600 words. Please let me know if this is acceptable for JOSS. Thank you!

[sneakers-the-rat]

@editorialbot assign @sneakers-the-rat as editor

yes i would be happy to :)

[editorialbot]

Assigned! @sneakers-the-rat is now the editor

[sneakers-the-rat]

It looks like climate modeling is one of the major intended applications - maybe we can find one reviewer who is a climate modeler and maybe the other is a more general neural networks person? Are there any people the authors would like to recommend as reviewers?

Otherwise I see that @SarthakJariwala , @trontrytel , and @Zeitsperre might be a good fit here - are any of y'all interested in reviewing this package?

[timothyas]

Thank you @sneakers-the-rat! I can recommend Troy Arcomano (GitHub username: Arcomano1234) who has extensive experience with Echo State Networks and ML more broadly, applied to weather forecasting. His work is cited in the "Previously existing software" section of our paper.

[sneakers-the-rat]

That sounds perfect, @Arcomano1234 would you be willing to review this package?

[Arcomano1234]

Yes of course!

[Zeitsperre]

Hi there, thanks for thinking of me, but I've been alternating between vacationing and swamped at work for the last few months. Keep me in mind for other similar projects, though!

[timothyas]

Hi @sneakers-the-rat I just wanted to check in on this, is there anything that I can do to help move this review along? Thanks!

[timothyas]

Hello @sneakers-the-rat @crvernon or anyone, is there anything I can do to help move this review along? This paper has been sitting for a few months now.

Thank you!

[crvernon]

@timothyas let me reach out to @sneakers-the-rat internally and see if I can make contact. If not, I will reassign this to another editor and we will get it moving. Thanks!

[crvernon]

@editorialbot remind me in two days

[editorialbot]

Reminder set for @crvernon in two days

[timothyas]

Thank you @crvernon!

[sneakers-the-rat]

apologies for the delay, i was out of work for a bit and the return has been rocky. let's get this show on the road

[sneakers-the-rat]

@editorialbot add @Arcomano1234 as reviewer

[editorialbot]

@Arcomano1234 added to the reviewers list!

[sneakers-the-rat]

Searching in the db for a few more reviewers, I see @pitmonticone @wiljnich / @wiljnichepa and @bradyrx having previously volunteered as reviewers and having expertise in predictive modeling/climate/physical modeling - would any of you be willing to review this work?

[sneakers-the-rat]

@editorialbot remind me in one day

[editorialbot]

Reminder set for @sneakers-the-rat in one day

[wiljnich]

@sneakers-the-rat I am available and willing to review.

[sneakers-the-rat]

Fabulous! that's the two reviewers we need. since it's been a few months, can i have confirmation from @Arcomano1234 that he is still willing to review here? then let's start the review :)

[Arcomano1234]

Yes, I am more than happy to still review. I have a preliminary review and I have tried playing around with the code the last few months.

[editorialbot]

👋 @sneakers-the-rat, please take a look at the state of the submission (this is an automated reminder).

[editorialbot]

👋 @crvernon, please take a look at the state of the submission (this is an automated reminder).

[sneakers-the-rat]

@editorialbot add @wiljnich as reviewer

[editorialbot]

@wiljnich added to the reviewers list!

[sneakers-the-rat]

@editorialbot start review

[editorialbot]

OK, I've started the review over in #7286.