RcppDL: Deep Learning Methods via Rcpp

This package is based on the C++ code from Yusuke Sugomori, which implements basic machine learning methods with many layers (deep learning), including dA (Denoising Autoencoder), SdA (Stacked Denoising Autoencoder), RBM (Restricted Boltzmann machine) and DBN (Deep Belief Nets).

AuthorQiang Kou, Yusuke Sugomori
Date of publication2014-12-17 23:46:32
MaintainerQiang Kou <qkou@umail.iu.edu>
LicenseGPL-3
Version0.0.5
https://github.com/thirdwing/RcppDL

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Files in this package

RcppDL
RcppDL/src
RcppDL/src/Makevars
RcppDL/src/deeplearning
RcppDL/src/deeplearning/RBM.h
RcppDL/src/deeplearning/dA.cpp
RcppDL/src/deeplearning/HiddenLayer.cpp
RcppDL/src/deeplearning/LogisticRegression.h
RcppDL/src/deeplearning/SdA.h
RcppDL/src/deeplearning/DBN.cpp
RcppDL/src/deeplearning/dA.h
RcppDL/src/deeplearning/utils.h
RcppDL/src/deeplearning/LogisticRegression.cpp
RcppDL/src/deeplearning/SdA.cpp
RcppDL/src/deeplearning/RBM.cpp
RcppDL/src/deeplearning/DBN.h
RcppDL/src/deeplearning/HiddenLayer.h
RcppDL/src/RcppDL.h
RcppDL/src/util.h
RcppDL/src/RcppDL.cpp
RcppDL/NAMESPACE
RcppDL/data
RcppDL/data/test.RData
RcppDL/R
RcppDL/R/AllGenerics.R RcppDL/R/sda-methods.R RcppDL/R/dA-methods.R RcppDL/R/dbn-methods.R RcppDL/R/DataClasses.R RcppDL/R/rbm-methods.R RcppDL/R/zzz.R
RcppDL/MD5
RcppDL/DESCRIPTION
RcppDL/man
RcppDL/man/metadata.Rd RcppDL/man/datasets.Rd RcppDL/man/RcppDL-package.Rd RcppDL/man/dl-class.Rd RcppDL/man/dl-methods.Rd
RcppDL/cleanup

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