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딥러닝 빡고수가 되는 그날까지
- Lab-01-1 Tensor Manipulation 1(07/06 완료)
- Lab-01-2 Tensor Manipulation 2
- Lab-02 Linear regression
- Lab-03 Deeper Look at GD
- Lab-04-1 Multivariable Linear regression
- Lab-04-2 Loading Data
- Lab-05 Logistic Regression
- Lab-06 Softmax Classification
- Lab-07-1 Tips
- Lab-07-2 MNIST Introduction
- Lab-08-1 Perceptron
- Lab-08-2 Multi Layer Perceptron
- Lab-09-1 ReLU
- Lab-09-2 Weight initialization
- Lab-09-3 Dropout
- Lab-09-4 Batch Normalization
- Lab-10-0 Convolution Neural Networkintro
- Lab-10-1 Convolution
- Lab-10-2 mnist cnn
- Lab-10-3 visdom
- Lab-10-4-1 ImageFolder1
- Lab-10-4-2 ImageFolder2
- Lab-10-5 Advance CNN(VGG)
- Lab-10-6-1 Advanced CNN(RESNET-1)
- Lab-10-6-2 Advanced CNN(RESNET-2)
- Lab-10-7 Next step of CNN
- Lab-11-0 RNN intro
- Lab-11-1 RNN basics
- Lab-11-2 RNN hihello and charseq
- Lab-11-3 Long sequence
- Lab-11-4 RNN timeseries
- Lab-11-5 RNN seq2seq
- Lab-11-6 PackedSequence