[PRE REVIEW]: LMDiskANN.jl: An Implementation of the Low Memory Disk Approximate Nearest Neighbors Search Algorithm

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Submitting author: @mantzaris (Alexander V. Mantzaris)
Repository: https://github.com/mantzaris/LMDiskANN.jl
Branch with paper.md (empty if default branch): main
Version: v1.0.0
Editor: Pending
Reviewers: Pending
Managing EiC: Chris Vernon

Status

Status badge code:

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Markdown: [![status](https://joss.theoj.org/papers/467e16d8cc6a29f24b551a3f7e06ab30/status.svg)](https://joss.theoj.org/papers/467e16d8cc6a29f24b551a3f7e06ab30)

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Software report:

github.com/AlDanial/cloc v 1.98  T=0.02 s (673.9 files/s, 98500.6 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Julia                            4            294            323            826
Markdown                         3             48              0            126
YAML                             2              7              0             63
TeX                              1              6              0             37
TOML                             2              4              0             20
-------------------------------------------------------------------------------
SUM:                            12            359            323           1072
-------------------------------------------------------------------------------

Commit count by author:

    16	mantzaris
     3	a.v.mantzaris

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Paper file info:

📄 Wordcount for paper.md is 481

✅ The paper includes a Statement of need section

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License info:

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

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

✅ OK DOIs

- None

🟡 SKIP DOIs

- No DOI given, and none found for title: Freshdiskann: A fast and accurate graph-based ann ...
- No DOI given, and none found for title: Diskann: Fast accurate billion-point nearest neigh...

❌ MISSING DOIs

- 10.1109/bigdata59044.2023.10386517 may be a valid DOI for title: Lm-diskann: Low memory footprint in disk-native dy...
- 10.14778/3476249.3476255 may be a valid DOI for title: A comprehensive survey and experimental comparison...
- 10.1109/34.615448 may be a valid DOI for title: A simple algorithm for nearest neighbor search in ...

❌ INVALID DOIs

- None

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

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