Archive for Computo
PCI – Statistics and machine learning
Posted in Books, Statistics, University life with tags academic journals, arXiv, Computo, machine learning, PCI, PCI Comput Stats, PCI Statistics and Machine Learning, PLoS ONE, preprint, submission on April 17, 2025 by xi'an
computo on the go
Posted in Books, R, Statistics, University life with tags binary, Biometrika, Computo, editor in chief, free software, French researchers, github, journal, Julia, Latin, logo, machine learning, open access, open source, Python, Quarto, R, repositories, reproducible research, Rmarkdown, SFDS, Société française de Statistique, Statistics on April 8, 2025 by xi'an
far south
Posted in Books, Statistics, Travel, University life with tags Biometrika, Computo, ENS Paris-Saclay, habilitation, HDR, MCMC convergence, overdamped Langevin algorithm, PDMP, Saclay, stochastic gradient descent, stochastic optimisation, unadjusted Langevin algorithm, Université Paris-Saclay on February 23, 2022 by xi'an
COMPUTO, the journal for reproducible statistical research
Posted in Books, Statistics, University life with tags academic journals, Computo, logo, non-reproducible research, notebook, open and free access, PCI Comput Stats, reproducibility, Rmarkdown, SFDS, Société française de Statistique on February 15, 2022 by xi'an
Computo (latin for calculate, compute, reckon) is a new journal launched by the French statistical society (SFDS) to promote reproducible research in statistics and machine learning by publishing papers with reproducible contributions. Towards this goal, Computo goes beyond classical static publications by including technical advances in literate programming and scientific reporting. The reproducibility of numerical results is a necessary condition for publication in Computo. In particular, submissions must include all necessary data (e.g. via zenodo repositories) and code. For contributions featuring the implementation of methods/algorithms, the quality of the provided code is assessed during the review process. Meaning accepting contributions in the form of notebooks (e.g. Rmarkdown, or Jupyter). This is a 100% free and open-access journal, thanks to the sponsoring of the SFDS. Once a manuscript is accepted, its reviews will be made available on the Computo website. Reviewers can choose to remain anonymous or not. (Towards an even broader reach, we are now considering a partnership with the PCI, following an earlier attempt I did not pursue till its completion…) Computo’s logo has been designed by Loïc Schwaller. And represents the letters of Computo in bytes. Submissions are now open!
