lua-torch-nn_0~20171002-g8726825+dfsg-4_all.deb


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Description

lua-torch-nn - Neural Network Package for Torch Framework

Property Value
Distribution Debian 10 (Buster)
Repository Debian Main i386
Package filename lua-torch-nn_0~20171002-g8726825+dfsg-4_all.deb
Package name lua-torch-nn
Package version 0~20171002
Package release g8726825+dfsg-4
Package architecture all
Package type deb
Category interpreters
Homepage https://github.com/torch/nn
License -
Maintainer Debian Science Maintainers <debian-science-maintainers@lists.alioth.debian.org>
Download size 418.96 KB
Installed size 1.35 MB
This package provides an easy and modular way to build and train
simple or complex neural networks using Torch Framework:
* Modules are the bricks used to build neural networks.
Each are themselves neural networks, but can be combined with
other networks using containers to create complex neural networks:
+ Module: abstract class inherited by all modules.
+ Containers: container classes.
+ Transfer functions: non-linear functions.
+ Simple layers: simple network layer like `Linear`.
+ Table layers: layers for manipulating `table`s.
+ Convolution layers: several kinds of convolutions.
* Criterions compute a gradient according to a given loss function
given an input and a target:
+ Criterions: a list of all criterions.
+ `MSECriterion`: the Mean Squared Error criterion used for regression;
+ `ClassNLLCriterion`: the Negative Log Likelihood criterion used for
classification.
* Additional documentation:
+ Overview of the package essentials including modules, containers
and training.
+ Training: how to train a neural network using optim.
+ Testing: how to test your modules.
+ Experimental Modules: a package containing experimental modules and
criteria.
This package is a core part of the Torch Framework.

Alternatives

Package Version Architecture Repository
lua-torch-nn_0~20171002-g8726825+dfsg-4_all.deb 0~20171002 all Debian Main
lua-torch-nn - - -

Requires

Name Value
libtorch-thnn-dev >= 0~20171002-g8726825+dfsg-4
lua-moses >= 2.0.0~
lua-torch-torch7 -
lua5.1 -
luajit -

Download

Type URL
Mirror ftp.br.debian.org
Binary Package lua-torch-nn_0~20171002-g8726825+dfsg-4_all.deb
Source Package lua-torch-nn

Install Howto

  1. Update the package index:
    # sudo apt-get update
  2. Install lua-torch-nn deb package:
    # sudo apt-get install lua-torch-nn

Files

Path
/usr/share/doc/lua-torch-nn/CONTRIBUTING.md.gz
/usr/share/doc/lua-torch-nn/README.md
/usr/share/doc/lua-torch-nn/changelog.Debian.gz
/usr/share/doc/lua-torch-nn/copyright
/usr/share/doc/lua-torch-nn/doc/containers.md.gz
/usr/share/doc/lua-torch-nn/doc/convolution.md.gz
/usr/share/doc/lua-torch-nn/doc/criterion.md.gz
/usr/share/doc/lua-torch-nn/doc/index.md
/usr/share/doc/lua-torch-nn/doc/module.md.gz
/usr/share/doc/lua-torch-nn/doc/overview.md.gz
/usr/share/doc/lua-torch-nn/doc/simple.md.gz
/usr/share/doc/lua-torch-nn/doc/table.md.gz
/usr/share/doc/lua-torch-nn/doc/testing.md
/usr/share/doc/lua-torch-nn/doc/training.md.gz
/usr/share/doc/lua-torch-nn/doc/transfer.md.gz
/usr/share/doc/lua-torch-nn/doc/image/abs.png
/usr/share/doc/lua-torch-nn/doc/image/elu.png
/usr/share/doc/lua-torch-nn/doc/image/exp.png
/usr/share/doc/lua-torch-nn/doc/image/hshrink.png
/usr/share/doc/lua-torch-nn/doc/image/htanh.png
/usr/share/doc/lua-torch-nn/doc/image/lenap.jpg
/usr/share/doc/lua-torch-nn/doc/image/logsigmoid.png
/usr/share/doc/lua-torch-nn/doc/image/logsoftmax.png
/usr/share/doc/lua-torch-nn/doc/image/power.png
/usr/share/doc/lua-torch-nn/doc/image/prelu.png
/usr/share/doc/lua-torch-nn/doc/image/relu.png
/usr/share/doc/lua-torch-nn/doc/image/relu6.png
/usr/share/doc/lua-torch-nn/doc/image/rrelu.png
/usr/share/doc/lua-torch-nn/doc/image/sigmmoid.png
/usr/share/doc/lua-torch-nn/doc/image/sigmoid.png
/usr/share/doc/lua-torch-nn/doc/image/softmax.png
/usr/share/doc/lua-torch-nn/doc/image/softmin.png
/usr/share/doc/lua-torch-nn/doc/image/softplus.png
/usr/share/doc/lua-torch-nn/doc/image/softsign.png
/usr/share/doc/lua-torch-nn/doc/image/sqrt.png
/usr/share/doc/lua-torch-nn/doc/image/square.png
/usr/share/doc/lua-torch-nn/doc/image/sshrink.png
/usr/share/doc/lua-torch-nn/doc/image/tanh.png
/usr/share/lua/5.1/nn/Abs.lua
/usr/share/lua/5.1/nn/AbsCriterion.lua
/usr/share/lua/5.1/nn/Add.lua
/usr/share/lua/5.1/nn/AddConstant.lua
/usr/share/lua/5.1/nn/BCECriterion.lua
/usr/share/lua/5.1/nn/BatchNormalization.lua
/usr/share/lua/5.1/nn/Bilinear.lua
/usr/share/lua/5.1/nn/Bottle.lua
/usr/share/lua/5.1/nn/CAdd.lua
/usr/share/lua/5.1/nn/CAddTable.lua
/usr/share/lua/5.1/nn/CAddTensorTable.lua
/usr/share/lua/5.1/nn/CDivTable.lua
/usr/share/lua/5.1/nn/CMaxTable.lua
/usr/share/lua/5.1/nn/CMinTable.lua
/usr/share/lua/5.1/nn/CMul.lua
/usr/share/lua/5.1/nn/CMulTable.lua
/usr/share/lua/5.1/nn/CReLU.lua
/usr/share/lua/5.1/nn/CSubTable.lua
/usr/share/lua/5.1/nn/Clamp.lua
/usr/share/lua/5.1/nn/ClassNLLCriterion.lua
/usr/share/lua/5.1/nn/ClassSimplexCriterion.lua
/usr/share/lua/5.1/nn/Collapse.lua
/usr/share/lua/5.1/nn/Concat.lua
/usr/share/lua/5.1/nn/ConcatTable.lua
/usr/share/lua/5.1/nn/Constant.lua
/usr/share/lua/5.1/nn/Container.lua
/usr/share/lua/5.1/nn/Contiguous.lua
/usr/share/lua/5.1/nn/Convert.lua
/usr/share/lua/5.1/nn/Copy.lua
/usr/share/lua/5.1/nn/Cosine.lua
/usr/share/lua/5.1/nn/CosineDistance.lua
/usr/share/lua/5.1/nn/CosineEmbeddingCriterion.lua
/usr/share/lua/5.1/nn/Criterion.lua
/usr/share/lua/5.1/nn/CriterionTable.lua
/usr/share/lua/5.1/nn/CrossEntropyCriterion.lua
/usr/share/lua/5.1/nn/Decorator.lua
/usr/share/lua/5.1/nn/DepthConcat.lua
/usr/share/lua/5.1/nn/DistKLDivCriterion.lua
/usr/share/lua/5.1/nn/DistanceRatioCriterion.lua
/usr/share/lua/5.1/nn/DontCast.lua
/usr/share/lua/5.1/nn/DotProduct.lua
/usr/share/lua/5.1/nn/Dropout.lua
/usr/share/lua/5.1/nn/ELU.lua
/usr/share/lua/5.1/nn/ErrorMessages.lua
/usr/share/lua/5.1/nn/Euclidean.lua
/usr/share/lua/5.1/nn/Exp.lua
/usr/share/lua/5.1/nn/FeatureLPPooling.lua
/usr/share/lua/5.1/nn/FlattenTable.lua
/usr/share/lua/5.1/nn/GPU.lua
/usr/share/lua/5.1/nn/GatedLinearUnit.lua
/usr/share/lua/5.1/nn/GradientReversal.lua
/usr/share/lua/5.1/nn/HardShrink.lua
/usr/share/lua/5.1/nn/HardTanh.lua
/usr/share/lua/5.1/nn/HingeEmbeddingCriterion.lua
/usr/share/lua/5.1/nn/Identity.lua
/usr/share/lua/5.1/nn/Index.lua
/usr/share/lua/5.1/nn/IndexLinear.lua
/usr/share/lua/5.1/nn/Jacobian.lua
/usr/share/lua/5.1/nn/JoinTable.lua
/usr/share/lua/5.1/nn/Kmeans.lua
/usr/share/lua/5.1/nn/L1Cost.lua
/usr/share/lua/5.1/nn/L1HingeEmbeddingCriterion.lua
/usr/share/lua/5.1/nn/L1Penalty.lua
/usr/share/lua/5.1/nn/LayerNormalization.lua
/usr/share/lua/5.1/nn/LeakyReLU.lua
/usr/share/lua/5.1/nn/Linear.lua
/usr/share/lua/5.1/nn/LinearWeightNorm.lua
/usr/share/lua/5.1/nn/Log.lua
/usr/share/lua/5.1/nn/LogSigmoid.lua
/usr/share/lua/5.1/nn/LogSoftMax.lua
/usr/share/lua/5.1/nn/LookupTable.lua
/usr/share/lua/5.1/nn/MM.lua
/usr/share/lua/5.1/nn/MSECriterion.lua
/usr/share/lua/5.1/nn/MV.lua
/usr/share/lua/5.1/nn/MapTable.lua
/usr/share/lua/5.1/nn/MarginCriterion.lua
/usr/share/lua/5.1/nn/MarginRankingCriterion.lua
/usr/share/lua/5.1/nn/MaskedSelect.lua
/usr/share/lua/5.1/nn/Max.lua
/usr/share/lua/5.1/nn/Maxout.lua
/usr/share/lua/5.1/nn/Mean.lua
/usr/share/lua/5.1/nn/Min.lua
/usr/share/lua/5.1/nn/MixtureTable.lua
/usr/share/lua/5.1/nn/Module.lua
/usr/share/lua/5.1/nn/ModuleCriterion.lua
/usr/share/lua/5.1/nn/Mul.lua
/usr/share/lua/5.1/nn/MulConstant.lua
/usr/share/lua/5.1/nn/MultiCriterion.lua
/usr/share/lua/5.1/nn/MultiLabelMarginCriterion.lua
/usr/share/lua/5.1/nn/MultiLabelSoftMarginCriterion.lua
/usr/share/lua/5.1/nn/MultiMarginCriterion.lua
/usr/share/lua/5.1/nn/NaN.lua
/usr/share/lua/5.1/nn/Narrow.lua
/usr/share/lua/5.1/nn/NarrowTable.lua
/usr/share/lua/5.1/nn/Normalize.lua
/usr/share/lua/5.1/nn/OneHot.lua
/usr/share/lua/5.1/nn/PReLU.lua
/usr/share/lua/5.1/nn/Padding.lua
/usr/share/lua/5.1/nn/PairwiseDistance.lua
/usr/share/lua/5.1/nn/Parallel.lua
/usr/share/lua/5.1/nn/ParallelCriterion.lua
/usr/share/lua/5.1/nn/ParallelTable.lua
/usr/share/lua/5.1/nn/PartialLinear.lua
/usr/share/lua/5.1/nn/PixelShuffle.lua
/usr/share/lua/5.1/nn/Power.lua
/usr/share/lua/5.1/nn/PrintSize.lua
/usr/share/lua/5.1/nn/Profile.lua
/usr/share/lua/5.1/nn/RReLU.lua
/usr/share/lua/5.1/nn/ReLU.lua
/usr/share/lua/5.1/nn/ReLU6.lua
/usr/share/lua/5.1/nn/Replicate.lua
/usr/share/lua/5.1/nn/Reshape.lua
/usr/share/lua/5.1/nn/Select.lua
/usr/share/lua/5.1/nn/SelectTable.lua
/usr/share/lua/5.1/nn/Sequential.lua
/usr/share/lua/5.1/nn/Sigmoid.lua
/usr/share/lua/5.1/nn/SmoothL1Criterion.lua
/usr/share/lua/5.1/nn/SoftMarginCriterion.lua
/usr/share/lua/5.1/nn/SoftMax.lua
/usr/share/lua/5.1/nn/SoftMin.lua
/usr/share/lua/5.1/nn/SoftPlus.lua
/usr/share/lua/5.1/nn/SoftShrink.lua
/usr/share/lua/5.1/nn/SoftSign.lua
/usr/share/lua/5.1/nn/SparseJacobian.lua
/usr/share/lua/5.1/nn/SparseLinear.lua
/usr/share/lua/5.1/nn/SpatialAdaptiveAveragePooling.lua
/usr/share/lua/5.1/nn/SpatialAdaptiveMaxPooling.lua
/usr/share/lua/5.1/nn/SpatialAutoCropMSECriterion.lua
/usr/share/lua/5.1/nn/SpatialAveragePooling.lua
/usr/share/lua/5.1/nn/SpatialBatchNormalization.lua
/usr/share/lua/5.1/nn/SpatialClassNLLCriterion.lua
/usr/share/lua/5.1/nn/SpatialContrastiveNormalization.lua
/usr/share/lua/5.1/nn/SpatialConvolution.lua
/usr/share/lua/5.1/nn/SpatialConvolutionLocal.lua
/usr/share/lua/5.1/nn/SpatialConvolutionMM.lua
/usr/share/lua/5.1/nn/SpatialConvolutionMap.lua
/usr/share/lua/5.1/nn/SpatialCrossMapLRN.lua
/usr/share/lua/5.1/nn/SpatialDepthWiseConvolution.lua
/usr/share/lua/5.1/nn/SpatialDilatedConvolution.lua
/usr/share/lua/5.1/nn/SpatialDilatedMaxPooling.lua
/usr/share/lua/5.1/nn/SpatialDivisiveNormalization.lua
/usr/share/lua/5.1/nn/SpatialDropout.lua
/usr/share/lua/5.1/nn/SpatialFractionalMaxPooling.lua
/usr/share/lua/5.1/nn/SpatialFullConvolution.lua
/usr/share/lua/5.1/nn/SpatialFullConvolutionMap.lua
/usr/share/lua/5.1/nn/SpatialLPPooling.lua
/usr/share/lua/5.1/nn/SpatialLogSoftMax.lua
/usr/share/lua/5.1/nn/SpatialMaxPooling.lua
/usr/share/lua/5.1/nn/SpatialMaxUnpooling.lua
/usr/share/lua/5.1/nn/SpatialReflectionPadding.lua
/usr/share/lua/5.1/nn/SpatialReplicationPadding.lua
/usr/share/lua/5.1/nn/SpatialSoftMax.lua
/usr/share/lua/5.1/nn/SpatialSubSampling.lua
/usr/share/lua/5.1/nn/SpatialSubtractiveNormalization.lua
/usr/share/lua/5.1/nn/SpatialUpSamplingBilinear.lua
/usr/share/lua/5.1/nn/SpatialUpSamplingNearest.lua
/usr/share/lua/5.1/nn/SpatialZeroPadding.lua
/usr/share/lua/5.1/nn/SplitTable.lua
/usr/share/lua/5.1/nn/Sqrt.lua
/usr/share/lua/5.1/nn/Square.lua
/usr/share/lua/5.1/nn/Squeeze.lua
/usr/share/lua/5.1/nn/StochasticGradient.lua
/usr/share/lua/5.1/nn/Sum.lua
/usr/share/lua/5.1/nn/THNN.lua
/usr/share/lua/5.1/nn/THNN_h.lua
/usr/share/lua/5.1/nn/Tanh.lua
/usr/share/lua/5.1/nn/TanhShrink.lua
/usr/share/lua/5.1/nn/TemporalConvolution.lua
/usr/share/lua/5.1/nn/TemporalDynamicKMaxPooling.lua
/usr/share/lua/5.1/nn/TemporalMaxPooling.lua
/usr/share/lua/5.1/nn/TemporalRowConvolution.lua
/usr/share/lua/5.1/nn/TemporalSubSampling.lua
/usr/share/lua/5.1/nn/Threshold.lua
/usr/share/lua/5.1/nn/Transpose.lua
/usr/share/lua/5.1/nn/Unsqueeze.lua
/usr/share/lua/5.1/nn/UpSampling.lua
/usr/share/lua/5.1/nn/View.lua
/usr/share/lua/5.1/nn/VolumetricAveragePooling.lua
/usr/share/lua/5.1/nn/VolumetricBatchNormalization.lua
/usr/share/lua/5.1/nn/VolumetricConvolution.lua
/usr/share/lua/5.1/nn/VolumetricDilatedConvolution.lua
/usr/share/lua/5.1/nn/VolumetricDilatedMaxPooling.lua
/usr/share/lua/5.1/nn/VolumetricDropout.lua
/usr/share/lua/5.1/nn/VolumetricFractionalMaxPooling.lua
/usr/share/lua/5.1/nn/VolumetricFullConvolution.lua
/usr/share/lua/5.1/nn/VolumetricMaxPooling.lua
/usr/share/lua/5.1/nn/VolumetricMaxUnpooling.lua
/usr/share/lua/5.1/nn/VolumetricReplicationPadding.lua
/usr/share/lua/5.1/nn/WeightNorm.lua
/usr/share/lua/5.1/nn/WeightedEuclidean.lua
/usr/share/lua/5.1/nn/WeightedMSECriterion.lua
/usr/share/lua/5.1/nn/WhiteNoise.lua
/usr/share/lua/5.1/nn/ZeroGrad.lua
/usr/share/lua/5.1/nn/ZipTable.lua
/usr/share/lua/5.1/nn/ZipTableOneToMany.lua
/usr/share/lua/5.1/nn/hessian.lua
/usr/share/lua/5.1/nn/init.lua
/usr/share/lua/5.1/nn/test.lua
/usr/share/lua/5.1/nn/utils.lua

Changelog

2018-09-12 - Mo Zhou <cdluminate@gmail.com>
lua-torch-nn (0~20171002-g8726825+dfsg-4) unstable; urgency=medium
* Add new include path due to lua-torch-torch7's header path move.
(Closes: #908657)
* Bump Standards-Version to 4.2.1 (no change).
* Modify test.lua to adapt to lua-moses' API change. (Closes: #907791)
+ debian/patches/lua-moses-2.0.0.patch
* Require lua-moses (>= 2.0.0~) as both Build-Depends and Depends.
2018-05-12 - Mo Zhou <cdluminate@gmail.com>
lua-torch-nn (0~20171002-g8726825+dfsg-3) unstable; urgency=medium
* Enable i386 build.
2018-04-29 - Mo Zhou <cdluminate@gmail.com>
lua-torch-nn (0~20171002-g8726825+dfsg-2) unstable; urgency=medium
* Upload to unstable.
2018-04-26 - Mo Zhou <cdluminate@gmail.com>
lua-torch-nn (0~20171002-g8726825+dfsg-1) experimental; urgency=medium
* New upstream version 0~20171002-g8726825+dfsg
* Add watch to monitor upstream master branch.
* Bump debhelper compat level to 11.
+ Remove --parallel argument to dh since it's the default for compat 11.
* Update copyright information.
* Point Vcs-* fields to Salsa.
* Add lua-moses as new Depends. (Closes: #870029)
* Fix broken symlink by linking to the actual shared lib instead.
(Closes: #876708)
* Bump Standards-Version to 4.1.4 (no change).
+ Change URLs in copyright into https form.
* Refresh symbols control file for libtorch-thnn.
* List the removed files in copyright instead of README.Source
* Let the dh_auto_test target check DEB_BUILD_OPTIONS.
* Don't manually set DEB_HOST_MULTIARCH in rules.
2017-07-26 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20170726-gf613412+dfsg-1) experimental; urgency=medium
* New upstream version 0~20170726-gf613412+dfsg
* control: Bump Standards-Version to 4.0.0 (requires no change).
* symbols: refresh
* tests: Update autopkgtest.
2017-05-22 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20170521-g84b4350+dfsg-1) experimental; urgency=medium
* Import upstream snapshot.
* Only build on architectures supported by upstream.
Supported: amd64 arm64 armel armhf ppc64el kfreebsd-amd64
* Temporarily allow upstream unittest to fail via rules.
* Refresh symbols control file.
2017-03-14 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20170308-g1d38cba+dfsg-1) experimental; urgency=medium
* Import upstream snapshot.
* Refresh symbols control file.
2017-02-06 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20170204-g3a1b725+dfsg-1) experimental; urgency=medium
* Import upstream snapshot.
* Refresh patche: THNN-cmake-add-soversion.
* Modify Depends: luajit is prior to lua5.1 .
* Refresh symbols control file.
2017-01-11 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20170104-ge77b592+dfsg-1) experimental; urgency=medium
* Import upstream snapshot.
* Bump debhelper compat to 10.
* Remove patch: THNN-assume-torch-is-present . Use cmake flag
`Torch_FOUND` in d/rules instead.
* Modify patch: THNN-cmake-add-soversion to adapt upstream change.
* Add basic autopkgtest support.
* Mend a problematic comment in rules.
2016-12-16 - Zhou Mo <cdluminate@gmail.com>
lua-torch-nn (0~20161116-g8e0b061+dfsg-2) experimental; urgency=medium
* Maintainer is Debian Science Team, and put myself to Uploaders.
* Depends on libtorch-thnn-dev instead of libtorch-thnn for lua-torch-nn,
the library is used in the Luajit FFI manner, which requires the header.

See Also

Package Description
lua-torch-nngraph_0~20170208-g3ed3b9b-3_all.deb Neural Network Graph Package for Torch Framework
lua-torch-optim_0~20171127-ga5ceed7-1_all.deb Numeric Optimization Package for Torch Framework
lua-torch-paths-dev_0~20170226-g4ebe222-2_i386.deb Filename Manipulation Package for Torch Framework (dev)
lua-torch-paths_0~20170226-g4ebe222-2_i386.deb Filename Manipulation Package for Torch Framework
lua-torch-sundown_0~20161027-g4324669-2_i386.deb Sundown Library (a Markdown implementation) for Torch Framework
lua-torch-sys_0~20161027-gf073f05-3_i386.deb System Package for Torch Framework
lua-torch-torch7-dev_0~20170926-g89ede3b-6_i386.deb Torch Package for Torch Framework (dev)
lua-torch-torch7_0~20170926-g89ede3b-6_i386.deb Torch Package for Torch Framework
lua-torch-trepl_0~20170619-ge5e17e3-7_i386.deb REPL Package for Torch Framework
lua-torch-xlua_0~20160719-g41308fe-7_all.deb Lua Extension Package for Torch Framework
lua-unit_3.3-1_all.deb Lua unit testing framework
lua-uri-dev_0.1+20130926+git14fa255d-1_i386.deb examples and test files for lua-uri
lua-uri_0.1+20130926+git14fa255d-1_i386.deb pure Lua library to normalize and validate URIs/URLs
lua-wsapi-doc_1.6.1-1_all.deb wsapi documentation files for the Lua language
lua-wsapi-fcgi-dev_1.6.1-1+b11_i386.deb wsapi fastcgi development files for the Lua language
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