RcppDL: Deep Learning Methods via Rcpp

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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).

Author
Qiang Kou, Yusuke Sugomori
Date of publication
2014-12-17 23:46:32
Maintainer
Qiang Kou <qkou@umail.iu.edu>
License
GPL-3
Version
0.0.5
URLs

View on CRAN

Man pages

datasets
Testing dataset for deep learning methods
dl-class
Class 'deeplearning' and sub-classes
dl-methods
Create 'deeplearning' objects from training set.
metadata
Access the metadata from a 'deeplearning' object.
RcppDL-package
Deep Learning Methods via Rcpp

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