├── .gitignore ├── LICENSE ├── NeuralNetwork.playgroundbook └── Contents │ ├── Chapters │ ├── Chapter0.playgroundchapter │ │ ├── Manifest.plist │ │ ├── Pages │ │ │ └── PlaygroundPage.playgroundpage │ │ │ │ ├── Contents.swift │ │ │ │ ├── LiveView.swift │ │ │ │ └── Manifest.plist │ │ └── PrivateResources │ │ │ └── Base.lproj │ │ │ └── ManifestPlist.strings │ ├── Chapter1.playgroundchapter │ │ ├── Manifest.plist │ │ ├── Pages │ │ │ └── PlaygroundPage.playgroundpage │ │ │ │ ├── Contents.swift │ │ │ │ ├── LiveView.swift │ │ │ │ └── Manifest.plist │ │ └── PrivateResources │ │ │ ├── Base.lproj │ │ │ └── ManifestPlist.strings │ │ │ └── XOR@2x.png │ ├── Chapter2.playgroundchapter │ │ ├── Manifest.plist │ │ ├── Pages │ │ │ ├── PlaygroundPage.playgroundpage │ │ │ │ ├── Contents.swift │ │ │ │ ├── LiveView.swift │ │ │ │ └── Manifest.plist │ │ │ ├── PlaygroundPageThree.playgroundpage │ │ │ │ ├── Contents.swift │ │ │ │ ├── LiveView.swift │ │ │ │ └── Manifest.plist │ │ │ └── PlaygroundPageTwo.playgroundpage │ │ │ │ ├── Contents.swift │ │ │ │ ├── LiveView.swift │ │ │ │ └── Manifest.plist │ │ └── PrivateResources │ │ │ └── Base.lproj │ │ │ └── ManifestPlist.strings │ └── Chapter3.playgroundchapter │ │ ├── Manifest.plist │ │ ├── Pages │ │ └── PlaygroundPage.playgroundpage │ │ │ ├── Contents.swift │ │ │ └── Manifest.plist │ │ └── PrivateResources │ │ └── Base.lproj │ │ └── ManifestPlist.strings │ ├── Manifest.plist │ ├── PrivateResources │ ├── Base.lproj │ │ └── ManifestPlist.strings │ ├── Glossary.plist │ ├── cover.png │ └── iris.csv │ └── Sources │ ├── DataInput │ ├── ArtificalDataSets.swift │ ├── CSVDataSet.swift │ ├── DataSet.swift │ ├── Iris │ │ └── IrisDataSet.swift │ └── XORDataSet.swift │ ├── Helper │ ├── CGRect+Extension.swift │ ├── ColorHelper.swift │ ├── Constants.swift │ ├── InterpolationHelper.swift │ └── UIBezierPath+Extension.swift │ ├── Model │ └── NetworkModel.swift │ ├── NeuralNetwork │ ├── ActivationFunction.swift │ ├── EpochReport.swift │ ├── ErrorFunction.swift │ ├── Layer.swift │ ├── Mat.swift │ ├── NeuralNetwork.swift │ └── TestReport.swift │ ├── Playground Support │ ├── NetworkVisualisationState.swift │ ├── PlaygroundLiveViewController.swift │ ├── PlaygroundLiveViewSessionManager.swift │ ├── PlaygroundNetworkVisualisationViewController.swift │ ├── PlaygroundPageExtension.swift │ ├── PlaygroundPageSessionManager.swift │ ├── PlaygroundRemoteNeuralNetworkDebugOutputHandler.swift │ ├── PlaygroundStore.swift │ └── StartedTrainingPlaygroundMessage.swift │ └── UI │ ├── AxisLayer.swift │ ├── ConnectionView.swift │ ├── DecisionBoundaryPlotView.swift │ ├── DecisionBoundaryView.swift │ ├── GridLayer.swift │ ├── LayerView.swift │ ├── LinePlotView.swift │ ├── NetworkView.swift │ ├── NetworkVisualisationViewController.swift │ ├── NeuronView.swift │ ├── PlotView.swift │ ├── ProptionalStackViewChildContainerView.swift │ └── SquaredContainerView.swift ├── NeuralNetwork.xcodeproj ├── project.pbxproj ├── project.xcworkspace │ ├── contents.xcworkspacedata │ └── xcshareddata │ │ └── IDEWorkspaceChecks.plist └── xcshareddata │ ├── xcbaselines │ └── 98F865532205C85B00167E55.xcbaseline │ │ ├── 1A90B905-91A3-4577-9043-5B805DE93C46.plist │ │ └── Info.plist │ └── xcschemes │ └── NeuralNetwork.xcscheme ├── NeuralNetwork ├── AppDelegate.swift ├── Assets.xcassets │ ├── AppIcon.appiconset │ │ └── Contents.json │ └── Contents.json ├── Base.lproj │ ├── LaunchScreen.storyboard │ └── Main.storyboard ├── DebugStoryboard.storyboard ├── Info.plist └── ViewController.swift ├── NeuralNetworkTests ├── DataSetTests.swift ├── Info.plist ├── InterpolationHelperTests.swift ├── MatTests.swift ├── NetworkModelTests.swift ├── NeuralNetworkTests.swift └── testModel.json ├── PlaygroundSupport ├── Info.plist ├── PlaygroundPage.swift └── PlaygroundSupport.h ├── README.md └── Screenshots └── PlaygroundDemo.gif /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/LICENSE -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter0.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/PrivateResources/XOR@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter1.playgroundchapter/PrivateResources/XOR@2x.png -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/LiveView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/LiveView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/LiveView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageThree.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/LiveView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/LiveView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/Pages/PlaygroundPageTwo.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter2.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Contents.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/Pages/PlaygroundPage.playgroundpage/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Chapters/Chapter3.playgroundchapter/PrivateResources/Base.lproj/ManifestPlist.strings -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Manifest.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Manifest.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/PrivateResources/Base.lproj/ManifestPlist.strings: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/PrivateResources/Base.lproj/ManifestPlist.strings -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/PrivateResources/Glossary.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/PrivateResources/Glossary.plist -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/PrivateResources/cover.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/PrivateResources/cover.png -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/PrivateResources/iris.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/PrivateResources/iris.csv -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/DataInput/ArtificalDataSets.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/DataInput/ArtificalDataSets.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/DataInput/CSVDataSet.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/DataInput/CSVDataSet.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/DataInput/DataSet.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/DataInput/DataSet.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/DataInput/Iris/IrisDataSet.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/DataInput/Iris/IrisDataSet.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/DataInput/XORDataSet.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/DataInput/XORDataSet.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Helper/CGRect+Extension.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Helper/CGRect+Extension.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Helper/ColorHelper.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Helper/ColorHelper.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Helper/Constants.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Helper/Constants.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Helper/InterpolationHelper.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Helper/InterpolationHelper.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Helper/UIBezierPath+Extension.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Helper/UIBezierPath+Extension.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Model/NetworkModel.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Model/NetworkModel.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/ActivationFunction.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/ActivationFunction.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/EpochReport.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/EpochReport.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/ErrorFunction.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/ErrorFunction.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/Layer.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/Layer.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/Mat.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/Mat.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/NeuralNetwork.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/NeuralNetwork.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/TestReport.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/NeuralNetwork/TestReport.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/NetworkVisualisationState.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/NetworkVisualisationState.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundLiveViewController.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundLiveViewController.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundLiveViewSessionManager.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundLiveViewSessionManager.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundNetworkVisualisationViewController.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundNetworkVisualisationViewController.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundPageExtension.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundPageExtension.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundPageSessionManager.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundPageSessionManager.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundRemoteNeuralNetworkDebugOutputHandler.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundRemoteNeuralNetworkDebugOutputHandler.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundStore.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/PlaygroundStore.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/StartedTrainingPlaygroundMessage.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/Playground Support/StartedTrainingPlaygroundMessage.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/AxisLayer.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/AxisLayer.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/ConnectionView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/ConnectionView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/DecisionBoundaryPlotView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/DecisionBoundaryPlotView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/DecisionBoundaryView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/DecisionBoundaryView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/GridLayer.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/GridLayer.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/LayerView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/LayerView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/LinePlotView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/LinePlotView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/NetworkView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/NetworkView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/NetworkVisualisationViewController.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/NetworkVisualisationViewController.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/NeuronView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/NeuronView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/PlotView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/PlotView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/ProptionalStackViewChildContainerView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/ProptionalStackViewChildContainerView.swift -------------------------------------------------------------------------------- /NeuralNetwork.playgroundbook/Contents/Sources/UI/SquaredContainerView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.playgroundbook/Contents/Sources/UI/SquaredContainerView.swift -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.pbxproj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.pbxproj -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.xcworkspace/contents.xcworkspacedata: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.xcworkspace/contents.xcworkspacedata -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcshareddata/xcbaselines/98F865532205C85B00167E55.xcbaseline/1A90B905-91A3-4577-9043-5B805DE93C46.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcshareddata/xcbaselines/98F865532205C85B00167E55.xcbaseline/1A90B905-91A3-4577-9043-5B805DE93C46.plist -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcshareddata/xcbaselines/98F865532205C85B00167E55.xcbaseline/Info.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcshareddata/xcbaselines/98F865532205C85B00167E55.xcbaseline/Info.plist -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcshareddata/xcschemes/NeuralNetwork.xcscheme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcshareddata/xcschemes/NeuralNetwork.xcscheme -------------------------------------------------------------------------------- /NeuralNetwork/AppDelegate.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/AppDelegate.swift -------------------------------------------------------------------------------- /NeuralNetwork/Assets.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/Assets.xcassets/AppIcon.appiconset/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Assets.xcassets/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/Assets.xcassets/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Base.lproj/LaunchScreen.storyboard: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/Base.lproj/LaunchScreen.storyboard -------------------------------------------------------------------------------- /NeuralNetwork/Base.lproj/Main.storyboard: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/Base.lproj/Main.storyboard -------------------------------------------------------------------------------- /NeuralNetwork/DebugStoryboard.storyboard: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/DebugStoryboard.storyboard -------------------------------------------------------------------------------- /NeuralNetwork/Info.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/Info.plist -------------------------------------------------------------------------------- /NeuralNetwork/ViewController.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetwork/ViewController.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/DataSetTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/DataSetTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/Info.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/Info.plist -------------------------------------------------------------------------------- /NeuralNetworkTests/InterpolationHelperTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/InterpolationHelperTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/MatTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/MatTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/NetworkModelTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/NetworkModelTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/NeuralNetworkTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/NeuralNetworkTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/testModel.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/NeuralNetworkTests/testModel.json -------------------------------------------------------------------------------- /PlaygroundSupport/Info.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/PlaygroundSupport/Info.plist -------------------------------------------------------------------------------- /PlaygroundSupport/PlaygroundPage.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/PlaygroundSupport/PlaygroundPage.swift -------------------------------------------------------------------------------- /PlaygroundSupport/PlaygroundSupport.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/PlaygroundSupport/PlaygroundSupport.h -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/README.md -------------------------------------------------------------------------------- /Screenshots/PlaygroundDemo.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lennet/NeuralNetwork/HEAD/Screenshots/PlaygroundDemo.gif --------------------------------------------------------------------------------