├── .gitignore ├── .scalafmt.conf ├── .travis.yml ├── LICENSE ├── README.md ├── circle.yml ├── images ├── weight_classification.png ├── weight_denoising.png ├── weights0.jpg ├── weights0_10000.jpg ├── weights0_15000.jpg ├── weights0_35000.jpg ├── weights0_37500.jpg ├── weights0_tied.jpg ├── weights0_untied.jpg ├── weights1.jpg ├── weights1_10000.jpg ├── weights1_15000.jpg ├── weights1_35000.jpg ├── weights1_37500.jpg ├── weights1_tied.jpg └── weights1_untied.jpg ├── project ├── build.properties └── plugins.sbt ├── sbt ├── sonatype.sbt ├── src ├── jekyll │ ├── .gitignore │ ├── README.md │ ├── TODO.md │ ├── _config.yml │ ├── _includes │ │ ├── about.html │ │ ├── contact.html │ │ ├── docs.html │ │ ├── facebook.html │ │ ├── features.html │ │ ├── footer.html │ │ ├── head.html │ │ ├── header.html │ │ ├── license.html │ │ └── promo.html │ ├── _layouts │ │ └── default.html │ ├── archive.tar.bz2 │ ├── images │ │ └── devaid_cover.png │ ├── index.html │ └── public │ │ ├── css │ │ ├── styles-2.css │ │ ├── styles-3.css │ │ ├── styles-4.css │ │ └── styles.css │ │ ├── images │ │ └── profile.png │ │ ├── js │ │ ├── main.js │ │ └── min │ │ │ └── main-min.js │ │ ├── less │ │ ├── default │ │ │ ├── base.less │ │ │ ├── mixins.less │ │ │ ├── responsive.less │ │ │ ├── styles.less │ │ │ └── theme-default.less │ │ ├── theme-2 │ │ │ ├── base.less │ │ │ ├── mixins.less │ │ │ ├── responsive.less │ │ │ ├── styles.less │ │ │ └── theme-default.less │ │ ├── theme-3 │ │ │ ├── base.less │ │ │ ├── mixins.less │ │ │ ├── responsive.less │ │ │ ├── styles.less │ │ │ └── theme-default.less │ │ └── theme-4 │ │ │ ├── base.less │ │ │ ├── mixins.less │ │ │ ├── responsive.less │ │ │ ├── styles.less │ │ │ └── theme-default.less │ │ └── plugins │ │ ├── bootstrap │ │ ├── css │ │ │ ├── bootstrap-theme.css │ │ │ ├── bootstrap-theme.css.map │ │ │ ├── bootstrap-theme.min.css │ │ │ ├── bootstrap.css │ │ │ ├── bootstrap.css.map │ │ │ └── bootstrap.min.css │ │ ├── fonts │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ └── glyphicons-halflings-regular.woff │ │ └── js │ │ │ ├── bootstrap.js │ │ │ ├── bootstrap.min.js │ │ │ └── npm.js │ │ ├── detectmobilebrowser.js │ │ ├── font-awesome │ │ ├── HELP-US-OUT.txt │ │ ├── css │ │ │ ├── font-awesome.css │ │ │ └── font-awesome.min.css │ │ ├── fonts │ │ │ ├── FontAwesome.otf │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ └── fontawesome-webfont.woff2 │ │ ├── less │ │ │ ├── animated.less │ │ │ ├── bordered-pulled.less │ │ │ ├── core.less │ │ │ ├── fixed-width.less │ │ │ ├── font-awesome.less │ │ │ ├── icons.less │ │ │ ├── larger.less │ │ │ ├── list.less │ │ │ ├── mixins.less │ │ │ ├── path.less │ │ │ ├── rotated-flipped.less │ │ │ ├── screen-reader.less │ │ │ ├── stacked.less │ │ │ └── variables.less │ │ └── scss │ │ │ ├── _animated.scss │ │ │ ├── _bordered-pulled.scss │ │ │ ├── _core.scss │ │ │ ├── _fixed-width.scss │ │ │ ├── _icons.scss │ │ │ ├── _larger.scss │ │ │ ├── _list.scss │ │ │ ├── _mixins.scss │ │ │ ├── _path.scss │ │ │ ├── _rotated-flipped.scss │ │ │ ├── _screen-reader.scss │ │ │ ├── _stacked.scss │ │ │ ├── _variables.scss │ │ │ └── font-awesome.scss │ │ ├── jquery-1.11.1.min.js │ │ ├── jquery-migrate-1.2.1.min.js │ │ ├── jquery-scrollTo │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── bower.json │ │ ├── changes.txt │ │ ├── composer.json │ │ ├── demo │ │ │ ├── css │ │ │ │ ├── style.css │ │ │ │ └── style.old.css │ │ │ ├── index.html │ │ │ └── index.old.html │ │ ├── jquery.scrollTo.js │ │ ├── jquery.scrollTo.min.js │ │ ├── scrollTo.jquery.json │ │ └── tests │ │ │ ├── WinMaxY-compat.html │ │ │ ├── WinMaxY-quirks.html │ │ │ ├── WinMaxY-to-iframe-compat.html │ │ │ ├── WinMaxY-to-iframe-quirks.html │ │ │ ├── WinMaxY-with-iframe-compat.html │ │ │ ├── WinMaxY-with-iframe-quirks.html │ │ │ ├── index.html │ │ │ └── test.js │ │ ├── jquery.easing.1.3.js │ │ └── prism │ │ ├── min │ │ ├── prism-min.js │ │ └── prism.css │ │ ├── prism.css │ │ └── prism.js ├── main │ └── scala │ │ └── com │ │ └── lewuathe │ │ └── dllib │ │ ├── ActivationStack.scala │ │ ├── Bias.scala │ │ ├── Blob.scala │ │ ├── Instance.scala │ │ ├── Weight.scala │ │ ├── activations │ │ └── package.scala │ │ ├── example │ │ ├── MNISTApp.scala │ │ ├── MNISTReader.scala │ │ ├── NN3App.scala │ │ ├── StackedDenoisingAutoEncoderApp.scala │ │ └── XORApp.scala │ │ ├── graph │ │ └── Graph.scala │ │ ├── layer │ │ ├── AffineLayer.scala │ │ ├── DenoisingAutoEncodeLayer.scala │ │ ├── FlattenLayer.scala │ │ ├── Layer.scala │ │ ├── PretrainLayer.scala │ │ ├── ReLULayer.scala │ │ ├── ShapeValidator.scala │ │ ├── SigmoidLayer.scala │ │ ├── SoftmaxLayer.scala │ │ ├── SoftplusLayer.scala │ │ ├── UniBlobSupport.scala │ │ └── Visualizable.scala │ │ ├── model │ │ ├── InMemoryModel.scala │ │ └── Model.scala │ │ ├── network │ │ └── Network.scala │ │ ├── objective │ │ ├── MeanSquaredError.scala │ │ └── Objective.scala │ │ ├── param │ │ └── package.scala │ │ ├── solver │ │ ├── MultiLayerPerceptron.scala │ │ ├── Pretrainer.scala │ │ ├── Solver.scala │ │ └── UnsupervisedPretrainingSolver.scala │ │ └── util │ │ └── package.scala └── test │ └── scala │ └── com │ └── lewuathe │ └── dllib │ ├── ActivationSpec.scala │ ├── BiasSpec.scala │ ├── GraphSpec.scala │ ├── LabelEncoderSpec.scala │ ├── MockInMemoryModel.scala │ ├── MockLayer23.scala │ ├── MockLayer34.scala │ ├── ModelSpec.scala │ ├── WeightSpec.scala │ ├── XORSpec.scala │ ├── layer │ └── FlattenLayerSpec.scala │ ├── objective │ └── ObjectiveSpec.scala │ └── solver │ ├── MockSolver.scala │ └── SolverParamSpec.scala └── version.sbt /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | *# 3 | .DS_Store 4 | *.csv 5 | target 6 | #Main.scala 7 | .idea 8 | *.jpg 9 | -------------------------------------------------------------------------------- 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