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Computo

Academic journal in stat/ML (ISSN 2824-7795) promoting reproducible science by leveraging literate programing and scientific reporting
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Computo

A diamond open-access journal in statistics and machine learning A journal of the French Statistical Society (SFdS) — ISSN 2824-7795

Website · Articles · Author guidelines · Reviewer guidelines · Mastodon


About

Computo promotes computational and algorithmic contributions in statistics and machine learning that provide insight into which models or methods are most appropriate for a given scientific question. Rather than sticking to classical static publications, Computo leverages literate programming and modern scientific-reporting tools to make every published article fully reproducible: code, data, and narrative live together, and readers can re-run the analysis behind the results.

Computo is a diamond open-access journal: free to read, free to publish in, with peer review handled openly through OpenReview.

How the organization is structured

  • computorg.github.io — source of the journal's website (computo-journal.org), built with Quarto.
  • computo-quarto-extension — the Quarto extension defining the Computo article format, used by every submission and by the journal's own build pipeline.
  • Submission templates, one per supported language, each a GitHub template repository authors can use to start a new submission:
  • published-* repositories — one repository per published article (e.g. published-paper-tsne), each containing the reproducible source of that article and its rendered GitHub Pages version.
  • .github (this repository) — organization-wide defaults: profile README, issue templates, and contribution guidelines shared across all Computo repositories.

Contributing an article

If you are an author, start from the template matching your language (R, Python, or Julia) and follow the author guidelines. Reviewers can find the process described in the reviewer guidelines.

Contact

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  1. computorg.github.io computorg.github.io Public

    source of the organisation website

    EJS 2 7

  2. template-computo-R template-computo-R Public template

    Computo template and documentation for R users

    R 8 5

  3. computo-quarto-extension computo-quarto-extension Public template

    Quarto extension for Computo template

    Lua 19 5

  4. template-computo-python template-computo-python Public template

    Computo template and documentation for Python users

    TeX 4 2

  5. published-paper-tsne published-paper-tsne Public

    A prototype of published Computo paper (using quarto)

    TeX 1 6

  6. template-computo-julia template-computo-julia Public template

    Computo template and documentation for Julia users

    TeX 3 2

Repositories

Showing 10 of 43 repositories
  • computorg.github.io Public

    source of the organisation website

    computorg/computorg.github.io's past year of commit activity
    EJS 2 MIT 7 6 0 Updated Sep 16, 2026
  • computorg-new.github.io Public Forked from computorg/computorg.github.io

    source of the organisation website

    computorg/computorg-new.github.io's past year of commit activity
    EJS 0 MIT 7 0 0 Updated Sep 16, 2026
  • template-computo-julia Public template

    Computo template and documentation for Julia users

    computorg/template-computo-julia's past year of commit activity
    TeX 3 2 0 0 Updated Sep 16, 2026
  • published-202606-devijver-scb Public

    Should we correct the bias in Confidence Bands for Repeated Functional Data?

    computorg/published-202606-devijver-scb's past year of commit activity
    R 0 0 2 0 Updated Sep 16, 2026
  • published-202512-baillie-varp Public

    Repo for the Computo paper entitled variational inference for approximate objective priors using neural networks

    computorg/published-202512-baillie-varp's past year of commit activity
    Python 1 1 2 0 Updated Sep 16, 2026
  • published-202507-jacques-count-data Public

    Model-Based Clustering and Variable Selection for Multivariate Count Data

    computorg/published-202507-jacques-count-data's past year of commit activity
    R 1 CC-BY-4.0 3 3 0 Updated Sep 16, 2026
  • computorg/published-202412-giorgi-efficient's past year of commit activity
    R 0 CC-BY-4.0 0 1 0 Updated Sep 16, 2026
  • published-202412-ambroise-spectral Public

    Spectral Bridges: Scalable Spectral Clustering Based on Vector Quantization

    computorg/published-202412-ambroise-spectral's past year of commit activity
    R 0 CC-BY-4.0 3 1 0 Updated Sep 16, 2026
  • published-202407-legrand-wildfires Public

    Bayesian spatiotemporal modelling of wildfire occurrences and sizes for projections under climate change

    computorg/published-202407-legrand-wildfires's past year of commit activity
    R 0 CC-BY-4.0 0 3 0 Updated Sep 16, 2026
  • published-202406-pishchagina-change-point Public

    Geometric-Based Pruning Rules for Change Point Detection in Multiple Independent Time Series

    computorg/published-202406-pishchagina-change-point's past year of commit activity
    R 0 CC-BY-4.0 1 2 0 Updated Sep 16, 2026

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