├── .gitignore ├── Code in TensorFlow.NET Practice ├── CnnTextClassification │ ├── CnnTextClassification.sln │ └── CnnTextClassification │ │ ├── CnnTextClassification.csproj │ │ ├── Program.cs │ │ └── obj │ │ ├── CnnTextClassification.csproj.nuget.dgspec.json │ │ ├── CnnTextClassification.csproj.nuget.g.props │ │ ├── CnnTextClassification.csproj.nuget.g.targets │ │ ├── Debug │ │ └── net5.0 │ │ │ ├── .NETCoreApp,Version=v5.0.AssemblyAttributes.cs │ │ │ ├── CnnTextClassification.AssemblyInfo.cs │ │ │ ├── CnnTextClassification.AssemblyInfoInputs.cache │ │ │ ├── CnnTextClassification.GeneratedMSBuildEditorConfig.editorconfig │ │ │ ├── CnnTextClassification.assets.cache │ │ │ └── CnnTextClassification.csproj.AssemblyReference.cache │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── DCGAN │ ├── DCGAN.sln │ └── DCGAN │ │ ├── DCGAN.csproj │ │ ├── Program.cs │ │ ├── bin │ │ └── Debug │ │ │ └── output.txt │ │ └── obj │ │ ├── DCGAN.csproj.nuget.dgspec.json │ │ ├── DCGAN.csproj.nuget.g.props │ │ ├── DCGAN.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── DNN_Eager │ ├── DNN_Eager.sln │ └── DNN_Eager │ │ ├── DNN_Eager.csproj │ │ └── Program.cs ├── DNN_Keras │ ├── DNN_Keras.sln │ └── DNN_Keras │ │ ├── DNN_Keras.csproj │ │ ├── Program.cs │ │ └── obj │ │ ├── DNN_Keras.csproj.nuget.dgspec.json │ │ ├── DNN_Keras.csproj.nuget.g.props │ │ ├── DNN_Keras.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── DNN_Keras_Functional │ ├── DNN_Keras_Functional.sln │ └── DNN_Keras_Functional │ │ ├── DNN_Keras_Functional.csproj │ │ ├── Program.cs │ │ └── obj │ │ ├── DNN_Keras_Functional.csproj.nuget.dgspec.json │ │ ├── DNN_Keras_Functional.csproj.nuget.g.props │ │ ├── DNN_Keras_Functional.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── ExploreCNN │ ├── ExploreCNN.sln │ ├── ExploreCNN │ │ ├── ExploreCNN.csproj │ │ ├── ExploreCNN.csproj.user │ │ ├── Form1.Designer.cs │ │ ├── Form1.cs │ │ ├── Form1.resx │ │ ├── ImageBox.cs │ │ ├── Program.cs │ │ └── obj │ │ │ ├── ExploreCNN.csproj.nuget.dgspec.json │ │ │ ├── ExploreCNN.csproj.nuget.g.props │ │ │ ├── ExploreCNN.csproj.nuget.g.targets │ │ │ ├── project.assets.json │ │ │ └── project.nuget.cache │ └── mnist.npz ├── F# │ ├── CNN │ │ ├── CNN.sln │ │ └── CNN │ │ │ ├── CNN.fsproj │ │ │ ├── Program.fs │ │ │ └── obj │ │ │ ├── CNN.fsproj.nuget.dgspec.json │ │ │ ├── CNN.fsproj.nuget.g.props │ │ │ ├── CNN.fsproj.nuget.g.targets │ │ │ ├── project.assets.json │ │ │ └── project.nuget.cache │ ├── DNN │ │ ├── DNN.sln │ │ └── DNN │ │ │ ├── DNN.fsproj │ │ │ ├── Program.fs │ │ │ └── obj │ │ │ ├── DNN.fsproj.nuget.dgspec.json │ │ │ ├── DNN.fsproj.nuget.g.props │ │ │ ├── DNN.fsproj.nuget.g.targets │ │ │ ├── project.assets.json │ │ │ └── project.nuget.cache │ ├── FSharpExamples │ │ ├── BasicOperations │ │ │ ├── BasicOperations.fsproj │ │ │ ├── Program.fs │ │ │ └── obj │ │ │ │ ├── BasicOperations.fsproj.nuget.dgspec.json │ │ │ │ ├── BasicOperations.fsproj.nuget.g.props │ │ │ │ ├── BasicOperations.fsproj.nuget.g.targets │ │ │ │ ├── project.assets.json │ │ │ │ └── project.nuget.cache │ │ ├── FSharpExamples.sln │ │ └── FSharpExamples │ │ │ ├── HelloWorld.fsproj │ │ │ ├── Program.fs │ │ │ └── obj │ │ │ ├── FSharpExamples.fsproj.nuget.dgspec.json │ │ │ ├── FSharpExamples.fsproj.nuget.g.props │ │ │ ├── FSharpExamples.fsproj.nuget.g.targets │ │ │ ├── HelloWorld.fsproj.nuget.dgspec.json │ │ │ ├── HelloWorld.fsproj.nuget.g.props │ │ │ ├── HelloWorld.fsproj.nuget.g.targets │ │ │ ├── project.assets.json │ │ │ └── project.nuget.cache │ ├── LinearRegression │ │ ├── LinearRegression.sln │ │ └── LinearRegression │ │ │ ├── LinearRegression.fsproj │ │ │ ├── Program.fs │ │ │ └── obj │ │ │ ├── LinearRegression.fsproj.nuget.dgspec.json │ │ │ ├── LinearRegression.fsproj.nuget.g.props │ │ │ ├── LinearRegression.fsproj.nuget.g.targets │ │ │ ├── project.assets.json │ │ │ └── project.nuget.cache │ └── LogisticRegression │ │ ├── LogisticRegression.sln │ │ └── LogisticRegression │ │ ├── LogisticRegression.fsproj │ │ ├── Program.fs │ │ └── obj │ │ ├── LogisticRegression.fsproj.nuget.dgspec.json │ │ ├── LogisticRegression.fsproj.nuget.g.props │ │ ├── LogisticRegression.fsproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── Keras API │ └── LinearRegression_CustomModel │ │ ├── LinearRegression.sln │ │ └── LinearRegression │ │ ├── LinearRegression.csproj │ │ └── Program.cs ├── LinearRegression │ ├── LinearRegression.sln │ └── LinearRegression │ │ ├── LinearRegression.csproj │ │ └── Program.cs ├── LogisticRegression │ ├── .vs │ │ ├── LogisticRegression │ │ │ ├── DesignTimeBuild │ │ │ │ └── .dtbcache.v2 │ │ │ ├── FileContentIndex │ │ │ │ ├── fac7e505-aa1d-4e61-89da-00667604a095.vsidx │ │ │ │ └── read.lock │ │ │ └── v17 │ │ │ │ ├── .futdcache.v2 │ │ │ │ └── .suo │ │ └── ProjectEvaluation │ │ │ ├── logisticregression.metadata.v5.1 │ │ │ └── logisticregression.projects.v5.1 │ ├── LogisticRegression.sln │ └── LogisticRegression │ │ ├── LogisticRegression.csproj │ │ ├── Program.cs │ │ └── obj │ │ ├── Debug │ │ └── netcoreapp3.1 │ │ │ ├── .NETCoreApp,Version=v3.1.AssemblyAttributes.cs │ │ │ ├── LogisticRegression.AssemblyInfo.cs │ │ │ ├── LogisticRegression.AssemblyInfoInputs.cache │ │ │ ├── LogisticRegression.GeneratedMSBuildEditorConfig.editorconfig │ │ │ ├── LogisticRegression.assets.cache │ │ │ └── LogisticRegression.csproj.AssemblyReference.cache │ │ ├── LogisticRegression.csproj.nuget.dgspec.json │ │ ├── LogisticRegression.csproj.nuget.g.props │ │ ├── LogisticRegression.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── MnistCNNKerasFunctional │ ├── MnistCNNKerasFunctional.sln │ └── MnistCNNKerasFunctional │ │ ├── MnistCNNKerasFunctional.csproj │ │ ├── Program.cs │ │ └── obj │ │ ├── MnistCNNKerasFunctional.csproj.nuget.dgspec.json │ │ ├── MnistCNNKerasFunctional.csproj.nuget.g.props │ │ ├── MnistCNNKerasFunctional.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── TensorDebuggerVisualizersTest │ ├── TensorDebuggerVisualizersTest.sln │ └── TensorDebuggerVisualizersTest │ │ ├── Program.cs │ │ ├── TensorDebuggerVisualizersTest.csproj │ │ └── obj │ │ ├── TensorDebuggerVisualizersTest.csproj.nuget.dgspec.json │ │ ├── TensorDebuggerVisualizersTest.csproj.nuget.g.props │ │ ├── TensorDebuggerVisualizersTest.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── TransferLearningWithInceptionV3 │ ├── TransferLearningWithInceptionV3.sln │ └── TransferLearningWithInceptionV3 │ │ ├── Program.cs │ │ ├── TransferLearningWithInceptionV3.csproj │ │ └── obj │ │ ├── TransferLearningWithInceptionV3.csproj.nuget.dgspec.json │ │ ├── TransferLearningWithInceptionV3.csproj.nuget.g.props │ │ ├── TransferLearningWithInceptionV3.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── YOLOv3_Test │ ├── YOLOv3_Test.sln │ └── YOLOv3_Test │ │ ├── Program.cs │ │ ├── TestImage.cs │ │ ├── TestVideo.cs │ │ ├── YOLOv3.cs │ │ ├── YOLOv3_Test.csproj │ │ └── obj │ │ ├── YOLOv3_Test.csproj.nuget.dgspec.json │ │ ├── YOLOv3_Test.csproj.nuget.g.props │ │ ├── YOLOv3_Test.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache ├── YoloV3_train │ ├── YoloV3_train.sln │ └── YoloV3_train │ │ ├── Core │ │ ├── Backbone.cs │ │ ├── BatchFeedingImage.cs │ │ ├── Common.cs │ │ ├── LabelBorderBox.cs │ │ ├── Utils.cs │ │ ├── YOLOv3.cs │ │ ├── YoloConfig.cs │ │ └── YoloDataset.cs │ │ ├── Program.cs │ │ ├── SampleYOLOv3.cs │ │ ├── YoloV3_train.csproj │ │ └── obj │ │ ├── YoloV3_train.csproj.nuget.dgspec.json │ │ ├── YoloV3_train.csproj.nuget.g.props │ │ ├── YoloV3_train.csproj.nuget.g.targets │ │ ├── project.assets.json │ │ └── project.nuget.cache └── word2vec │ ├── word2vec.sln │ └── word2vec │ ├── Program.cs │ ├── obj │ ├── project.assets.json │ ├── project.nuget.cache │ ├── word2vec.csproj.nuget.dgspec.json │ ├── word2vec.csproj.nuget.g.props │ └── word2vec.csproj.nuget.g.targets │ └── word2vec.csproj ├── LICENSE ├── README.md └── docs ├── .nojekyll ├── README.md ├── _images ├── Automatic-Differentiation.png ├── FIFOQueue-example.jpg ├── column-major-order.png ├── constant │ ├── n-index-formula-offset.svg │ └── n-index-formula.svg ├── contiguous-block-of-memory-ndarray-example-1.png ├── contiguous-block-of-memory.png ├── front-cover.jpg ├── gradient-descent.png ├── linear-regression-tensor-board.png ├── logistic-regression │ └── 1557035393445.png ├── minimize-square-cost.png ├── new-project-console.png ├── new-project.png ├── regression-dataset.png ├── row-major-order.png ├── sigmoid.png ├── tensor-constant-ndarray.png ├── tensor-naming.png └── tf.net.logo.png ├── _media ├── Cover.psd ├── Logo.md ├── TIM.jpg ├── TensorBoard-nn.png ├── WeChatCollection.jpg ├── cnn-result.png ├── cnn.png ├── csharp-vs-python-speed.mp4 ├── csharp_vs_python_speed_memory.jpg ├── eager-mode-add.png ├── favicon.ico ├── graph_vis_animation.gif ├── mnist.png ├── nn-result.png ├── nn.png ├── performance-comparison.jpg ├── syntax-comparision.png ├── tensors_flowing.gif ├── tf.net.architecture.svg ├── tf.net.icon-purple.svg ├── tf.net.icon-purple128.png ├── tf.net.icon-purple512.png ├── tf.net.icon-transparent.svg ├── tf.net.icon-transparent128.png ├── tf.net.icon-transparent512.png ├── tf.net.logo.png ├── tf.net.logo.svg ├── tf.net.logo512.png ├── tf2.jpg └── tf2.psd ├── _navbar.md ├── _scripts └── make-sidebar.py ├── _sidebar.md ├── api ├── tf.md └── tf.nn.md ├── components ├── Constant.md ├── ConvolutionNeuralNetwork.md ├── EagerMode.md ├── Foreword.md ├── FrontCover.md ├── Gradient.md ├── Graph.md ├── LinearRegression.md ├── LogisticRegression.md ├── NearestNeighbor.md ├── NeuralNetwork.md ├── Operation.md ├── Placeholder.md ├── Preface.md ├── Queue.md ├── Session.md ├── Table of Contents.md ├── Train.md ├── Variable.md └── tensor.md ├── contribute ├── contact.md └── contribute.md ├── essentials ├── installation.md ├── installationTroubleshooting.md ├── introduction.md └── tips.md ├── index.html ├── tutorials ├── HelloWorld.md ├── ImageRecognition.md ├── MnistInRnn.md └── examples.md └── zh-cn ├── README.md ├── _sidebar.md ├── contribute ├── contact.md └── contribute.md ├── essentials ├── installation.md ├── introduction.md └── tips.md └── tutorials └── examples.md /.gitignore: -------------------------------------------------------------------------------- 1 | .vscode/ 2 | -------------------------------------------------------------------------------- /Code in TensorFlow.NET Practice/CnnTextClassification/CnnTextClassification.sln: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SciSharp/tensorflow-net-docs/HEAD/Code in TensorFlow.NET Practice/CnnTextClassification/CnnTextClassification.sln 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