In computationally demanding analysis projects,
  statisticians and data scientists asynchronously
  deploy long-running tasks to distributed systems,
  ranging from traditional clusters to cloud services.
  The 'crew.aws.batch' package extends the 'mirai'-powered
  'crew' package with a worker launcher plugin for AWS Batch.
  Inspiration also comes from packages 'mirai' by Gao (2023)
  <https://github.com/shikokuchuo/mirai>,
  'future' by Bengtsson (2021) <doi:10.32614/RJ-2021-048>,
  'rrq' by FitzJohn and Ashton (2023) <https://github.com/mrc-ide/rrq>,
  'clustermq' by Schubert (2019) <doi:10.1093/bioinformatics/btz284>),
  and 'batchtools' by Lang, Bischl, and Surmann (2017).
  <doi:10.21105/joss.00135>.

In computationally demanding analysis projects,
  statisticians and data scientists asynchronously
  deploy long-running tasks to distributed systems,
  ranging from traditional clusters to cloud services.
  The 'crew.cluster' package extends the 'mirai'-powered
  'crew' package with worker launcher plugins for traditional
  high-performance computing systems.
  Inspiration also comes from packages 'mirai' by Gao (2023)
  <https://github.com/shikokuchuo/mirai>,
  'future' by Bengtsson (2021) <doi:10.32614/RJ-2021-048>,
  'rrq' by FitzJohn and Ashton (2023) <https://github.com/mrc-ide/rrq>,
  'clustermq' by Schubert (2019) <doi:10.1093/bioinformatics/btz284>),
  and 'batchtools' by Lang, Bischl, and Surmann (2017).
  <doi:10.21105/joss.00135>.

Implements modeling and computational tools for conditional
    random fields (CRF) model as well as other probabilistic undirected
    graphical models of discrete data with pairwise and unary potentials.

Wraps the 'CRFsuite' library <https://github.com/chokkan/crfsuite> allowing users 
    to fit a Conditional Random Field model and to apply it on existing data.
    The focus of the implementation is in the area of Natural Language Processing where this R package allows you to easily build and apply models 
    for named entity recognition, text chunking, part of speech tagging, intent recognition or classification of any category you have in mind. Next to training, a small web application
    is included in the package to allow you to easily construct training data.