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Deep Learning algorithm

iBlack
2014-05-04 11:59:18
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AlgorithmAlgorithm JavaJava

Description

Deep Learning algorithms, including several commonly used, such as automatic encoding (AutoEncoder), sparse coding (Sparse AutoEncoder), limiting Bohr AIDS Mount Ebal (RBM) and other related algorithms. Including versions C,C++,Java,Python, and the Scala language implementation. You can download the reference. Source code comments are not very wide, but if you understand the algorithm itself, are able to read.
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File list

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Name Size Date
01.97 kB
.gitignore77.00 B2013-10-10 00:37
README.md1,003.00 B2013-10-10 00:37
01.97 kB
DBN.c14.88 kB2013-10-10 00:37
DBN.h440.00 B2013-10-10 00:37
HiddenLayer.h391.00 B2013-10-10 00:37
LogisticRegression.c3.23 kB2013-10-10 00:37
LogisticRegression.h500.00 B2013-10-10 00:37
RBM.c5.80 kB2013-10-10 00:37
RBM.h613.00 B2013-10-10 00:37
SdA.c14.94 kB2013-10-10 00:37
SdA.h441.00 B2013-10-10 00:37
dA.c5.38 kB2013-10-10 00:37
dA.h481.00 B2013-10-10 00:37
utils.h124.00 B2013-10-10 00:37
01.97 kB
DBN.cpp12.22 kB2013-10-10 00:37
DBN.h345.00 B2013-10-10 00:37
HiddenLayer.cpp1.39 kB2013-10-10 00:37
HiddenLayer.h237.00 B2013-10-10 00:37
LogisticRegression.cpp3.06 kB2013-10-10 00:37
LogisticRegression.h270.00 B2013-10-10 00:37
RBM.cpp4.88 kB2013-10-10 00:37
RBM.h484.00 B2013-10-10 00:37
SdA.cpp12.43 kB2013-10-10 00:37
SdA.h346.00 B2013-10-10 00:37
dA.cpp4.61 kB2013-10-10 00:37
dA.h382.00 B2013-10-10 00:37
utils.cpp417.00 B2013-10-10 00:37
01.97 kB
01.97 kB
01.97 kB
DBN.java5.62 kB2013-10-10 00:37
HiddenLayer.java1.42 kB2013-10-10 00:37
LogisticRegression.java1.29 kB2013-10-10 00:37
RBM.java4.01 kB2013-10-10 00:37
01.97 kB
01.97 kB
LogisticRegression.java2.35 kB2013-10-10 00:37
01.97 kB
01.97 kB
RBM.java5.08 kB2013-10-10 00:37
01.97 kB
01.97 kB
HiddenLayer.java1.42 kB2013-10-10 00:37
LogisticRegression.java1.29 kB2013-10-10 00:37
SdA.java6.69 kB2013-10-10 00:37
dA.java3.14 kB2013-10-10 00:37
01.97 kB
01.97 kB
dA.java4.79 kB2013-10-10 00:37
01.97 kB
CDBN.py4.19 kB2013-10-10 00:37
CRBM.py1.81 kB2013-10-10 00:37
DBN.py5.74 kB2013-10-10 00:37
HiddenLayer.py1.52 kB2013-10-10 00:37
LogisticRegression.py2.63 kB2013-10-10 00:37
RBM.py4.99 kB2013-10-10 00:37
SdA.py5.74 kB2013-10-10 00:37
dA.py4.75 kB2013-10-10 00:37
utils.py545.00 B2013-10-10 00:37
01.97 kB
DBN.scala6.03 kB2013-10-10 00:37
HiddenLayer.scala1.43 kB2013-10-10 00:37
LogisticRegression.scala2.75 kB2013-10-10 00:37
RBM.scala5.57 kB2013-10-10 00:37
SdA.scala7.19 kB2013-10-10 00:37
dA.scala5.25 kB2013-10-10 00:37
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Comments

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zdw
2015-04-28

源码注释不是很全,但是如果了解算法本身,都能看懂。

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Deep Learning algorithm (59.47 kB)

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