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  • Description

    merges crystallography data without much physics. It performs scaling, merging, and French-Wilson corrections in a single step by directly inferring structure factor amplitudes from unscaled, unmerged intensities.

  • Usage

    To list all executables provided by Careless, run: $ sbgrid-list careless Copy to clipboard
  • Installation

    Use the following command to install this title with the CLI client: $ sbgrid-cli install careless Copy to clipboard Available operating systems: Linux 64, OS X INTEL
  • Primary Citation*

    K. M. Dalton, J. B. Greisman, and D. R. Hekstra. 2022. A unifying Bayesian framework for merging X-ray diffraction data. Nature Communications. 13(1): 7764.

    • *Full citation information available through

  • Webinars


    Topic: careless: Modern Machine Learning for Diffraction Data.

    Presenter: Kevin Dalton, Ph.D., Hekstra Laboratory, Harvard University.

    Host: Jason Key
    Recorded on May 9, 2023.

    For more information on careless:
    - https://sbgrid.org/wiki/examples/careless.md
    - https://sbgrid.org/software/titles/careless
    - https://github.com/rs-station/careless-examples

    Presentation Slides:

  • Keywords


  • Default Versions

    Linux 64:  0.3.9 (5.6 GB)
    OS X INTEL:  0.3.9 (1.7 GB)

  • Other Versions

      Linux 64:

      0.2.6 (8.3 GB) , 0.2.7 (8.3 GB) , 0.3.0 (5.7 GB)
    • OS X INTEL:

      0.2.7 (1.5 GB) , 0.3.9_arm (1.5 GB)
  • Developers

    Kevin Dalton, Jack Greisman, Egor Marin, Doeke Hekstra