Iterative Hard Thresholding Extensions to Cyclops
c(
person("Marc A.", "Suchard", email = "msuchard@ucla.edu", role = c("aut","cre")),
person("Patrick", "Ryan", role = "aut"),
person("Observational Health Data Sciences and Informatics", role = "cph")
)
Fits large-scale regression models with a penalty that
restricts the maximum number of non-zero regression coefficients
to a prespecified value.  While Chu et al (2020) <doi:10.1093/gigascience/giaa044>
describe the basic algorithm, this package uses Cyclops for an efficient implementation.
Marc A. Suchard [aut, cre],
Patrick Ryan [aut],
Observational Health Data Sciences and Informatics [cph]

Framework for Tick Population and Infection Modeling
c(person(given = "Myles",
family = "Stokowski",
role = c("aut", "cre"),
email = "mylesstokowski@gmail.com"),
person(given = "David",
family = "Allen",
role = c("aut"),
email = "dallen@middlebury.edu",
comment = c(ORCID = "0000-0002-0712-9603")))
Code to specify, run, and then visualize and analyze the results of
Ixodidae (hard-bodied ticks) population and infection dynamics models. Such
models exist in the literature, but the source code to run them is not
always available. 'IxPopDyMod' provides an easy way for these models to be
written and shared.
magrittr, rlang, ggplot2, stringr, dplyr, tidyr, igraph,
readr, yaml, tibble
Myles Stokowski [aut, cre],
David Allen [aut] (<https://orcid.org/0000-0002-0712-9603>)

Create 'Java' Objects and Execute 'Java' Methods
person("Mathieu", "Fortin", role = c("aut","cre","cph"), email = "mathieu.fortin.re@gmail.com")
Makes it possible to create 'Java' objects and to execute 'Java' methods from the 'R' environment.
The 'Java' Virtual Machine is handled by a gateway server. Commands are sent to the server
through a socket connection from the 'R' environment. Calls to 'Java' methods allow for
vectors so that a particular method is iteratively run on each element of the vector. A
score algorithm also makes the calls to 'Java' methods less restrictive. The gateway server
relies on the runnable 'Java' library 'j4r.jar'. This library is licensed under the LGPL-3. Its
sources are included in this package. To start the gateway server, 'Java' must be part of the path.