Package: sigminer.prediction
Title: Train and Predict Cancer Subtype with Keras Model based on
        Mutational Signatures
Version: 0.2.0
Authors@R: 
    person(given = "Shixiang",
           family = "Wang",
           role = c("aut", "cre"),
           email = "w_shixiang@163.com",
           comment = c(ORCID = "0000-0001-9855-7357"))
Description: Mutational signatures represent mutational processes
        occured in cancer evolution, thus are stable and genetic
        resources for subtyping. This tool provides functions for
        training neutral network models to predict the subtype a sample
        belongs to based on 'keras' and 'sigminer' packages.
License: Apache License (>= 2.0)
Depends: keras, R (>= 3.6)
Imports: caret, sigminer (>= 1.0), dplyr
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.0
Config/pak/sysreqs: cmake make libbz2-dev libicu-dev liblzma-dev
        libpng-dev python3 xz-utils zlib1g-dev
Repository: https://shixiangwang.r-universe.dev
Date/Publication: 2022-06-25 09:09:40 UTC
RemoteUrl: https://github.com/ShixiangWang/sigminer.prediction
RemoteRef: HEAD
RemoteSha: 0572bfc65fd9eb43bf0bc73b108881953b07787f
NeedsCompilation: no
Packaged: 2026-07-03 13:41:41 UTC; root
Author: Shixiang Wang [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9855-7357>)
Maintainer: Shixiang Wang <w_shixiang@163.com>