Name: Cyclops
Owner: Observational Health Data Sciences and Informatics
Description: Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized regressions.
Created: 2014-02-03 13:50:33.0
Updated: 2017-12-25 11:05:58.0
Pushed: 2018-01-10 21:33:32.0
Size: 7617
Language: C++
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Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized regressions.
brary(Cyclops)
clopsData <- createCyclopsDataFrame(formula)
clopsFit <- fitCyclopsModel(cyclopsData)
Cyclops in an R package, with most functionality implemented in C++. Cyclops uses cyclic coordinate descent to optimize the likelihood function, which makes use of the sparse nature of the data.
Requires R (version 3.1.0 or higher). Compilation on Windows requires RTools >= 3.4.
On Windows, make sure RTools is installed.
In R, use the following commands to download and install Cyclops:
all.packages("devtools")
ary(devtools)
all_github("ohdsi/Cyclops")
To perform a Cyclops model fit, use the following commands in R:
ary(Cyclops)
opsData <- createCyclopsDataFrame(formula)
opsFit <- fitCyclopsModel(cyclopsData)
Cyclops is licensed under Apache License 2.0. Cyclops contains the TinyThread libray.
The TinyThread library is licensed under the zlib/libpng license as described here.
Cyclops is being developed in R Studio.
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