[PRE REVIEW]: TFDWT: Fast Discrete Wavelet Transform TensorFlow Layers

[editorialbot]

Submitting author: @kkt-ee (Kishore)
Repository: https://github.com/kkt-ee/TFDWT
Branch with paper.md (empty if default branch):
Version: v0.0.2
Editor: Pending
Reviewers: Pending
Managing EiC: Daniel S. Katz

Status

Status badge code:

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Markdown: [![status](https://joss.theoj.org/papers/6ce3788fe390135e51987bd23959b143/status.svg)](https://joss.theoj.org/papers/6ce3788fe390135e51987bd23959b143)

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[editorialbot]

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[editorialbot]

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.1038/s41586-020-2649-2 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: TensorFlow
- No DOI given, and none found for title: tensorflow-wavelets: Tensorflow wavelet Layers
- No DOI given, and none found for title: PyTorch
- No DOI given, and none found for title: pytorch-wavelets: A port of the DTCWT toolbox to r...
- No DOI given, and none found for title: Wavelet toolbox

❌ MISSING DOIs

- 10.21105/joss.01237 may be a valid DOI for title: PyWavelets: A Python package for wavelet analysis
- 10.1007/978-3-030-68763-2_46 may be a valid DOI for title: WaveTF: A fast 2D wavelet transform for machine le...
- 10.1109/hotchips.2008.7476520 may be a valid DOI for title: CUDA toolkit and libraries
- 10.1109/icassp49660.2025.10890832 may be a valid DOI for title: Multiresolution Encoder-Decoder Convolutional Neur...

❌ INVALID DOIs

- None

[editorialbot]

Software report:

github.com/AlDanial/cloc v 1.98  T=0.05 s (320.5 files/s, 109010.1 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
XML                              1              0              0           1339
Python                           7            262            392            416
Markdown                         2            154              0            332
Jupyter Notebook                 2              0           1896            178
TeX                              1             10              0             95
TOML                             1              2              0             23
Text                             1              0              0              3
-------------------------------------------------------------------------------
SUM:                            15            428           2288           2386
-------------------------------------------------------------------------------

Commit count by author:

    58	kkt-ee

[editorialbot]

⚠️ An error happened when generating the pdf. Author (Kishore K. Tarafdar) is missing affiliation.

[editorialbot]

Paper file info:

🚨 Wordcount for paper.md is 2958

🔴 Failed to discover a Statement of need section in paper

[editorialbot]

License info:

🟡 License found: GNU General Public License v3.0 (Check here for OSI approval)

[danielskatz]

👋 @kkt-ee - thanks for your submission.

However, I see a number of issues.

1. Your paper does not compile. Please follow the example paper and note that you can click on the error above to find out more about it. In addition, you could work on the possibly missing DOIs that editorialbot suggests, but note that some may be incorrect. Please feel free to make changes to your .bib file, then use the command @editorialbot check references to check again, and the command @editorialbot generate pdf after making changes to the .md file or when the references are right to make a new PDF. editorialbot commands need to be the first entry in a new comment.

2. Due to the relatively small amount of code, the editors will now discuss if it meets the substantial scholarly effort criterion for review by JOSS. You should hear back in a week or two. If you can make the paper compile (see 1 above), this will help the editors look at the work and determine if we will review it.

3. Your paper is too long, but don't work on shortening it to the JOSS recommended length of 250-1000 words until we're sure that it will be reviewed.

[kkt-ee]

@editorialbot generate pdf

[editorialbot]

⚠️ An error happened when generating the pdf. Author (Kishore K. Tarafdar) is missing affiliation.

[kkt-ee]

@editorialbot check references

[editorialbot]

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.1007/978-3-030-68763-2_46 is OK
- 10.1007/978-3-030-57077-4_10 is OK
- 10.1038/s41586-020-2649-2 is OK
- 10.1109/HOTCHIPS.2008.7476520 is OK
- 10.1109/ICASSP49660.2025.10890832 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: TensorFlow: Large-scale machine learning on hetero...
- No DOI given, and none found for title:  TensorFlow: Large-Scale Machine Learning on Heter...
- No DOI given, and none found for title: tensorflow-wavelets: Tensorflow wavelet Layers
- No DOI given, and none found for title: pytorch-wavelets: A port of the DTCWT toolbox to r...
- No DOI given, and none found for title: Wavelet toolbox

❌ MISSING DOIs

- None

❌ INVALID DOIs

- doi.org/10.21105/joss.01237 is INVALID because of 'doi.org/' prefix

[kkt-ee]

@editorialbot check references

[kkt-ee]

@editorialbot generate pdf

[editorialbot]

⚠️ An error happened when generating the pdf. Author (Kishore K. Tarafdar) is missing affiliation.

[kkt-ee]

@editorialbot generate pdf

[editorialbot]

⚠️ An error happened when generating the pdf.

[kkt-ee]

@editorialbot generate pdf

[editorialbot]

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

[editorialbot]

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[kkt-ee]

👋 @danielskatz Thank you for pointing out the issues. I've resolved them and updated the repo.

[danielskatz]

@editorialbot query scope

[editorialbot]

Submission flagged for editorial review.

[danielskatz]

👋 @kkt-ee - I'm sorry to say that after discussion amongst the JOSS editors, we have decided that this submission does not meet the substantial scholarly effort criterion for review by JOSS. Please see https://joss.readthedocs.io/en/latest/submitting.html#other-venues-for-reviewing-and-publishing-software-packages for other suggestions for how you might receive credit for your work.

[danielskatz]

@editorialbot reject

[editorialbot]

Paper rejected.