├── .gitignore ├── LICENSE ├── NeuralNetwork.xcodeproj ├── project.pbxproj ├── project.xcworkspace │ ├── contents.xcworkspacedata │ └── xcshareddata │ │ ├── IDEWorkspaceChecks.plist │ │ └── swiftpm │ │ └── Package.resolved ├── xcshareddata │ └── xcschemes │ │ └── NeuralNetwork.xcscheme └── xcuserdata │ └── javi.xcuserdatad │ └── xcschemes │ ├── NeuralNetwork Release.xcscheme │ └── xcschememanagement.plist ├── NeuralNetwork ├── Assets.xcassets │ ├── AccentColor.colorset │ │ └── Contents.json │ ├── AppIcon.appiconset │ │ └── Contents.json │ └── Contents.json ├── Data │ ├── DataLoading.swift │ ├── t10k-images-idx3-ubyte │ ├── t10k-labels-idx1-ubyte │ ├── train-images-idx3-ubyte │ └── train-labels-idx1-ubyte ├── Framework │ ├── Extensions.swift │ ├── MNISTParser.swift │ ├── Matrix+Extensions.swift │ └── NeuralNetwork.swift ├── Helpers │ ├── Helpers.swift │ ├── ImageRendering.swift │ ├── RandomData.swift │ └── SwiftUIExtensions.swift ├── ImageRecognitionNeuralNetwork.swift ├── NeuralNetwork.entitlements ├── NeuralNetworkApp.swift ├── Preview Content │ └── Preview Assets.xcassets │ │ └── Contents.json └── Views │ ├── ContentView.swift │ ├── DataSetListView.swift │ ├── DigitDrawingView.swift │ ├── LayerStatusView.swift │ ├── LearningAccuracyEvolutionGraph.swift │ ├── NeuralNetworkConfigurationView.swift │ ├── NeuralNetworkView.swift │ ├── NeuralNetworkViewModel.swift │ ├── PixelArrayImageView.swift │ ├── PredictionCorrectnessView.swift │ └── PredictionVisualizationView.swift ├── NeuralNetworkTests ├── ImageRenderingTests.swift └── NeuralNetworkTests.swift └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/LICENSE -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.pbxproj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.pbxproj -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.xcworkspace/contents.xcworkspacedata: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.xcworkspace/contents.xcworkspacedata -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcshareddata/xcschemes/NeuralNetwork.xcscheme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcshareddata/xcschemes/NeuralNetwork.xcscheme -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcuserdata/javi.xcuserdatad/xcschemes/NeuralNetwork Release.xcscheme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcuserdata/javi.xcuserdatad/xcschemes/NeuralNetwork Release.xcscheme -------------------------------------------------------------------------------- /NeuralNetwork.xcodeproj/xcuserdata/javi.xcuserdatad/xcschemes/xcschememanagement.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork.xcodeproj/xcuserdata/javi.xcuserdatad/xcschemes/xcschememanagement.plist -------------------------------------------------------------------------------- /NeuralNetwork/Assets.xcassets/AccentColor.colorset/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Assets.xcassets/AccentColor.colorset/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Assets.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Assets.xcassets/AppIcon.appiconset/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Assets.xcassets/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Assets.xcassets/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Data/DataLoading.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Data/DataLoading.swift -------------------------------------------------------------------------------- /NeuralNetwork/Data/t10k-images-idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Data/t10k-images-idx3-ubyte -------------------------------------------------------------------------------- /NeuralNetwork/Data/t10k-labels-idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Data/t10k-labels-idx1-ubyte -------------------------------------------------------------------------------- /NeuralNetwork/Data/train-images-idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Data/train-images-idx3-ubyte -------------------------------------------------------------------------------- /NeuralNetwork/Data/train-labels-idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Data/train-labels-idx1-ubyte -------------------------------------------------------------------------------- /NeuralNetwork/Framework/Extensions.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Framework/Extensions.swift -------------------------------------------------------------------------------- /NeuralNetwork/Framework/MNISTParser.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Framework/MNISTParser.swift -------------------------------------------------------------------------------- /NeuralNetwork/Framework/Matrix+Extensions.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Framework/Matrix+Extensions.swift -------------------------------------------------------------------------------- /NeuralNetwork/Framework/NeuralNetwork.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Framework/NeuralNetwork.swift -------------------------------------------------------------------------------- /NeuralNetwork/Helpers/Helpers.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Helpers/Helpers.swift -------------------------------------------------------------------------------- /NeuralNetwork/Helpers/ImageRendering.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Helpers/ImageRendering.swift -------------------------------------------------------------------------------- /NeuralNetwork/Helpers/RandomData.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Helpers/RandomData.swift -------------------------------------------------------------------------------- /NeuralNetwork/Helpers/SwiftUIExtensions.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Helpers/SwiftUIExtensions.swift -------------------------------------------------------------------------------- /NeuralNetwork/ImageRecognitionNeuralNetwork.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/ImageRecognitionNeuralNetwork.swift -------------------------------------------------------------------------------- /NeuralNetwork/NeuralNetwork.entitlements: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/NeuralNetwork.entitlements -------------------------------------------------------------------------------- /NeuralNetwork/NeuralNetworkApp.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/NeuralNetworkApp.swift -------------------------------------------------------------------------------- /NeuralNetwork/Preview Content/Preview Assets.xcassets/Contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Preview Content/Preview Assets.xcassets/Contents.json -------------------------------------------------------------------------------- /NeuralNetwork/Views/ContentView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/ContentView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/DataSetListView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/DataSetListView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/DigitDrawingView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/DigitDrawingView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/LayerStatusView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/LayerStatusView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/LearningAccuracyEvolutionGraph.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/LearningAccuracyEvolutionGraph.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/NeuralNetworkConfigurationView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/NeuralNetworkConfigurationView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/NeuralNetworkView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/NeuralNetworkView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/NeuralNetworkViewModel.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/NeuralNetworkViewModel.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/PixelArrayImageView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/PixelArrayImageView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/PredictionCorrectnessView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/PredictionCorrectnessView.swift -------------------------------------------------------------------------------- /NeuralNetwork/Views/PredictionVisualizationView.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetwork/Views/PredictionVisualizationView.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/ImageRenderingTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetworkTests/ImageRenderingTests.swift -------------------------------------------------------------------------------- /NeuralNetworkTests/NeuralNetworkTests.swift: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/NeuralNetworkTests/NeuralNetworkTests.swift -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaviSoto/SwiftNeuralNetwork/HEAD/README.md --------------------------------------------------------------------------------