lua-torch-optim_0~20171127-ga5ceed7-1_all.deb


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Description

lua-torch-optim - Numeric Optimization Package for Torch Framework

Property Value
Distribution Debian 10 (Buster)
Repository Debian Main i386
Package filename lua-torch-optim_0~20171127-ga5ceed7-1_all.deb
Package name lua-torch-optim
Package version 0~20171127
Package release ga5ceed7-1
Package architecture all
Package type deb
Category interpreters
Homepage https://github.com/torch/optim
License -
Maintainer Debian Science Maintainers <debian-science-maintainers@lists.alioth.debian.org>
Download size 209.96 KB
Installed size 350.00 KB
This package contains several optimization routines and a logger for Torch.
The following algorithms are provided:
* Stochastic Gradient Descent
* Averaged Stochastic Gradient Descent
* L-BFGS
* Congugate Gradients
* AdaDelta
* AdaGrad
* Adam
* AdaMax
* FISTA with backtracking line search
* Nesterov's Accelerated Gradient method
* RMSprop
* Rprop
* CMAES
All these algorithms are designed to support batch optimization as well
as stochastic optimization. It's up to the user to construct an objective
function that represents the batch, mini-batch, or single sample on which
to evaluate the objective.
This package provides also logging and live plotting capabilities via the
`optim.Logger()` function. Live logging is essential to monitor the
network accuracy and cost function during training and testing, for
spotting under- and over-fitting, for early stopping or just for monitoring
the health of the current optimisation task.

Alternatives

Package Version Architecture Repository
lua-torch-optim_0~20171127-ga5ceed7-1_all.deb 0~20171127 all Debian Main
lua-torch-optim - - -

Requires

Name Value
lua-torch-torch7 -
lua-torch-xlua -
lua5.1 -
luajit -

Download

Type URL
Mirror ftp.br.debian.org
Binary Package lua-torch-optim_0~20171127-ga5ceed7-1_all.deb
Source Package lua-torch-optim

Install Howto

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

Files

Path
/usr/share/doc/lua-torch-optim/README.md
/usr/share/doc/lua-torch-optim/changelog.Debian.gz
/usr/share/doc/lua-torch-optim/copyright
/usr/share/doc/lua-torch-optim/doc/algos.md.gz
/usr/share/doc/lua-torch-optim/doc/intro.md.gz
/usr/share/doc/lua-torch-optim/doc/logger.md
/usr/share/doc/lua-torch-optim/doc/logger_plot.png
/usr/share/doc/lua-torch-optim/doc/image/parameterflattening.png
/usr/share/doc/lua-torch-optim/doc/image/parameterflattening.svg
/usr/share/doc/lua-torch-optim/doc/image/parameterflattening.svg.png
/usr/share/doc/lua-torch-optim/examples/test/l2.lua
/usr/share/doc/lua-torch-optim/examples/test/rosenbrock.lua
/usr/share/doc/lua-torch-optim/examples/test/sparsecoding.lua
/usr/share/doc/lua-torch-optim/examples/test/test_adadelta.lua
/usr/share/doc/lua-torch-optim/examples/test/test_adagrad.lua
/usr/share/doc/lua-torch-optim/examples/test/test_adam.lua
/usr/share/doc/lua-torch-optim/examples/test/test_adamax.lua
/usr/share/doc/lua-torch-optim/examples/test/test_cg.lua
/usr/share/doc/lua-torch-optim/examples/test/test_cmaes.lua
/usr/share/doc/lua-torch-optim/examples/test/test_confusion.lua
/usr/share/doc/lua-torch-optim/examples/test/test_de.lua
/usr/share/doc/lua-torch-optim/examples/test/test_fista.lua
/usr/share/doc/lua-torch-optim/examples/test/test_lbfgs.lua
/usr/share/doc/lua-torch-optim/examples/test/test_lbfgs_w_ls.lua
/usr/share/doc/lua-torch-optim/examples/test/test_logger.lua
/usr/share/doc/lua-torch-optim/examples/test/test_rmsprop.lua
/usr/share/doc/lua-torch-optim/examples/test/test_sgd.lua
/usr/share/lua/5.1/optim/ConfusionMatrix.lua
/usr/share/lua/5.1/optim/Logger.lua
/usr/share/lua/5.1/optim/adadelta.lua
/usr/share/lua/5.1/optim/adagrad.lua
/usr/share/lua/5.1/optim/adam.lua
/usr/share/lua/5.1/optim/adamax.lua
/usr/share/lua/5.1/optim/asgd.lua
/usr/share/lua/5.1/optim/cg.lua
/usr/share/lua/5.1/optim/checkgrad.lua
/usr/share/lua/5.1/optim/cmaes.lua
/usr/share/lua/5.1/optim/de.lua
/usr/share/lua/5.1/optim/fista.lua
/usr/share/lua/5.1/optim/init.lua
/usr/share/lua/5.1/optim/lbfgs.lua
/usr/share/lua/5.1/optim/lswolfe.lua
/usr/share/lua/5.1/optim/nag.lua
/usr/share/lua/5.1/optim/polyinterp.lua
/usr/share/lua/5.1/optim/rmsprop.lua
/usr/share/lua/5.1/optim/rprop.lua
/usr/share/lua/5.1/optim/sgd.lua

Changelog

2018-04-20 - Mo Zhou <cdluminate@gmail.com>
lua-torch-optim (0~20171127-ga5ceed7-1) unstable; urgency=medium
* New upstream version 0~20171127-ga5ceed7
* Add watch file to monitor upstream master branch.
* Bump debhelper compat level to 11.
* Point Vcs-* fields to Salsa.
* Bump Standards-Version to 4.1.4 . (no change)
* Change copyright-format URL into https form.
2017-11-21 - Mo Zhou <cdluminate@gmail.com>
lua-torch-optim (0~20170208-g656c42a-3) unstable; urgency=medium
* tests: Ignore the tput error message to avoid autopkgtest failure.
2017-10-28 - Mo Zhou <cdluminate@gmail.com>
lua-torch-optim (0~20170208-g656c42a-2) unstable; urgency=medium
* Update autopkgtest files.
* Discard useless ${shlibs:Depends}, and add the missing
dependency lua-torch-xlua.
* Update my name in control and copyright.
* Bump Standards-Version to 4.1.1 . No change needed.
* Upload to unstable.
2017-07-26 - Zhou Mo <cdluminate@gmail.com>
lua-torch-optim (0~20170208-g656c42a-1) experimental; urgency=medium
* New upstream version 0~20170208-g656c42a
* Bump debhelper compat to 10.
* Bump Standards-Version to 4.0.0 (requires no change).
* Add autopkgtest control file.
2016-11-17 - Zhou Mo <cdluminate@gmail.com>
lua-torch-optim (0~20161016-g89ef52a-1) experimental; urgency=medium
* New upstream snapshot.
* Install upstream test files as examples.
2016-08-14 - Zhou Mo <cdluminate@gmail.com>
lua-torch-optim (0~20160808-g6c59c35-1) experimental; urgency=low
* Initial release. Closes: #827435

See Also

Package Description
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
lua-wsapi-fcgi_1.6.1-1+b11_i386.deb Web server API fastcgi backend
lua-wsapi_1.6.1-1_all.deb Web server API abstraction layer for the Lua language
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