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hopfield.cabal
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name: hopfield
version: 0.1.0.1
license: MIT
author: Mihaela Rosca, Lukasz Severyn, Niklas Hambuechen, Razvan Marinescu, Wael Al Jisihi
copyright: Copyright: (c) 2012 Mihaela Rosca, Lukasz Severyn, Niklas Hambuechen, Razvan Marinescu, Wael Al Jisihi
maintainer: Niklas Hambuechen <[email protected]>
category: AI, Machine Learning
stability: experimental
synopsis: Hopfield Networks, Boltzmann Machines and Clusters
description: Attractor Neural Networks for Modelling Associative Memory
.
Report: <https://github.com/imperialhopfield/hopfield/raw/master/report/report.pdf>
.
A third year group project at Imperial College London,
supervised by Prof. Abbas Edalat.
.
This projects implements:
.
* Hopfield Networks
.
* Clusters and Super Attractors
.
* The Restricted Boltzmann Machine
.
* A Boltzmann Machine for classification
.
and comes with a range of experiments to evaluate their properties.
homepage: https://github.com/imperialhopfield/hopfield
bug-Reports: https://github.com/imperialhopfield/hopfield/issues
build-type: Simple
cabal-version: >= 1.10
extra-source-files: src/Hopfield/Images/convertImage.h
source-repository head
type: git
location: git://github.com/imperialhopfield/hopfield.git
library
default-language: Haskell2010
exposed-modules:
Hopfield.Hopfield
, Hopfield.Analysis
, Hopfield.Benchmark
, Hopfield.Boltzmann.ClassificationBoltzmannMachine
, Hopfield.Boltzmann.RestrictedBoltzmannMachine
, Hopfield.Clusters
, Hopfield.Common
, Hopfield.Experiments.ClusterExperiments
, Hopfield.Experiments.Experiment
, Hopfield.Experiments.Experiment2SuperAttractors
, Hopfield.Experiments.ExperimentUtil
, Hopfield.Experiments.SmallExperiments
, Hopfield.Images.ConvertImage
, Hopfield.Measurement
, Hopfield.SuperAttractors
, Hopfield.TestUtil
, Hopfield.Util
other-modules:
hs-source-dirs:
src
build-tools: hsc2hs
build-depends:
base >= 4 && <= 5
, parallel >= 3.1.0.1
, array >= 0.4.0.0
, erf >= 2.0.0.0
, exact-combinatorics >= 0.2.0.4
, hmatrix >= 0.11.0.4
, MonadRandom >= 0.1.8
, probability >= 0.2.4
, random >= 1.0.1.1
, random-fu >= 0.2.3.1
, rvar >= 0.2.0.1
, vector >= 0.9.1
, QuickCheck >= 2.4.2
, deepseq >= 1.3.0.0
, monad-loops >= 0.3.3.0
, split >= 0.2.1.1
c-sources:
src/Hopfield/Images/convertImage.c
include-dirs:
src/Hopfield
, /usr/include/ImageMagick
includes:
wand/magick_wand.h
cc-options:
-- Can't use "-Wextra -Werror" here due to hsc2hs generating unused main() parameters
-g -std=c99 -O0 -Wall -Wextra
ghc-options:
-Wall -fwarn-unused-imports -auto-all
extra-libraries:
MagickWand MagickCore
executable experiment
default-language: Haskell2010
hs-source-dirs:
apps
main-is:
ExperimentMain.hs
other-modules:
build-depends:
base >= 4 && <= 5
, hopfield
, optparse-applicative >= 0.5.0.0
ghc-options:
-Wall -fwarn-unused-imports -auto-all -caf-all -rtsopts -threaded
executable recognize
default-language: Haskell2010
hs-source-dirs:
apps
main-is:
Recognize.hs
other-modules:
build-depends:
base >= 4 && <= 5
, hopfield
, random >= 1.0.1.1
, MonadRandom >= 0.1.8
, vector >= 0.9.1
, optparse-applicative >= 0.5.0.0
, JuicyPixels >= 2.0.0
, directory >= 1.1.0.2
ghc-options:
-Wall -fwarn-unused-imports -auto-all -caf-all -rtsopts -threaded
Test-Suite tests
default-language: Haskell2010
type: exitcode-stdio-1.0
hs-source-dirs:
test
main-is:
Main.hs
build-depends:
base >= 4
, hopfield
, erf >= 2.0.0.0
, hspec >= 1.3.0.1
, HUnit >= 1.2.4.2
, QuickCheck >= 2.4.2
, vector >= 0.9.1
, MonadRandom >= 0.1.8
, random >= 1.0.1.1
, exact-combinatorics >= 0.2.0.4
, parallel >= 3.1.0.1
ghc-options:
-Wall -fwarn-unused-imports -auto-all -caf-all -rtsopts