ThisrepositoryprovidestutorialcodefordeeplearningresearcherstolearnPyTorch.Inthetutorial,mostofthemodelswereimplementedwithlessthan30linesofcode.Beforestartingthistutorial,itisrecommendedtofinishOfficialPytorchTutorial.
TableofContents1.BasicsPyTorchBasicsLinearRegressionLogisticRegressionFeedforwardNeuralNetwork2.IntermediateConvolutionalNeuralNetworkDeepResidualNetworkRecurrentNeuralNetworkBidirectionalRecurrentNeuralNetworkLanguageModel(RNN-LM)3.AdvancedGenerativeAdversarialNetworksVariationalAuto-EncoderNeuralStyleTransferImageCaptioning(CNN-RNN)4.UtilitiesTensorBoardinPyTorchGettingStarted$gitclonehttps://github.com/yunjey/pytorch-tutorial.git$cdpytorch-tutorial/tutorials/PATH_TO_PROJECT$pythonmain.pyDependenciesPython2.7or3.5+PyTorch0.4.0+
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