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DESCRIPTION
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Package: struct
Type: Package
Title: Statistics in R Using Class-based Templates
Version: 1.15.5
Authors@R: c(
person(
c("Gavin","Rhys"),
"Lloyd",
role=c("aut","cre"),
email="[email protected]"),
person(
c("Ralf","Johannes", "Maria"),
"Weber",
role=c("aut"),
email="[email protected]")
)
Description: Defines and includes a set of class-based templates for developing
and implementing data processing and analysis workflows, with a strong
emphasis on statistics and machine learning. The templates can be used and
where needed extended to 'wrap' tools and methods from other packages into a
common standardised structure to allow for effective and fast integration.
Model objects can be combined into sequences, and sequences nested in
iterators using overloaded operators to simplify and improve readability of
the code. Ontology lookup has been integrated and implemented
to provide standardised definitions for methods, inputs and outputs wrapped
using the class-based templates.
License: GPL-3
Encoding: UTF-8
Collate:
'generics.R'
'ontology_term_class.R'
'struct_class.R'
'parameter_class.R'
'chart_class.R'
'stato_class.R'
'DatasetExperiment_class.R'
'entity_class.R'
'entity_stato_class.R'
'enum_class.R'
'enum_stato_class.R'
'output_class.R'
'model_class.R'
'example_objects.R'
'model_list_class.R'
'metric_class.R'
'iterator_class.R'
'optimiser_class.R'
'preprocess_class.R'
'resampler_class.R'
'struct-package.R'
'struct_templates.R'
'zzz.R'
RoxygenNote: 7.3.1
Depends: R (>= 4.0)
Suggests:
testthat,
rstudioapi,
rmarkdown,
covr,
BiocStyle,
openxlsx,
ggplot2,
magick
VignetteBuilder: knitr
Imports: methods,ontologyIndex,
datasets, graphics, stats, utils, knitr,
SummarizedExperiment, S4Vectors, rols
biocViews: WorkflowStep