[PRE REVIEW]: dnamite: A Python Package for Neural Additive Models

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Submitting author: @mvanness354 (Mike Van Ness)
Repository: https://github.com/udellgroup/dnamite
Branch with paper.md (empty if default branch): joss_paper
Version: 1.0.8
Editor: Pending
Reviewers: Pending
Managing EiC: Chris Vernon

Status

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

✅ OK DOIs

- 10.1007/s11222-023-10320-5 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: DNAMite: Interpretable Calibrated Survival Analysi...
- No DOI given, and none found for title: Intelligible models for healthcare: Predicting pne...
- No DOI given, and none found for title: mgcv: GAMs and generalized ridge regression for R
- No DOI given, and none found for title: pygam: Generalized additive models in python
- No DOI given, and none found for title: Neural additive models: Interpretable machine lear...
- No DOI given, and none found for title: Piml toolbox for interpretable machine learning mo...
- No DOI given, and none found for title: GRAND-SLAMIN’Interpretable Additive Modeling with ...

❌ MISSING DOIs

- 10.1145/3287560.3287598 may be a valid DOI for title: Fairness and abstraction in sociotechnical systems

❌ INVALID DOIs

- None

[editorialbot]

Repository Analysis Report

Code breakdown

github.com/AlDanial/cloc v 1.98  T=0.06 s (691.0 files/s, 238147.1 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          14           1137           1269           3203
Jupyter Notebook                 8              0           7341            660
TeX                              2             15              0            132
Markdown                         3             29              0             95
YAML                             2              6             32             33
TOML                             1              2              1             32
DOS Batch                        1              8              1             26
reStructuredText                 7             22             37             20
make                             1              4              7              9
Text                             1              0              0              5
CSS                              1              0              0              4
-------------------------------------------------------------------------------
SUM:                            41           1223           8688           4219
-------------------------------------------------------------------------------

Commit Count by Author

55	Mike Van Ness
    20	Mike
     4	mvanness354
     1	biblock

Repository History

Repository age: First commit on May 22, 2024

Code distribution (top 3 48-hour windows):

Period	Insertions	% of Total	Signal	View Changes
Nov 13, 2024 - Nov 15, 2024	18876	25.7%	🟡	View diff
May 27, 2024 - May 29, 2024	13444	18.3%	🟢	View diff
Oct 27, 2024 - Oct 29, 2024	13080	17.8%	🟢	View diff

GitHub Activity Metrics

Metric	Count
GitHub stars	5
Forks	1
GitHub contributors	1
Releases	0
Total issues	0
Total pull requests	1
Unique commenters/reviewers (excluding authors)	0

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Paper file info:

📄 Wordcount for paper.md is 1190

✅ The paper includes a Statement of need section

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License info:

✅ License found: Apache License 2.0 (Valid open source OSI approved license)

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

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