/cs231n

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cs231n

cs231n 숙제 풀이

Assignment #1

  • KNN (Oct 10, 2016)
  • SVM (Oct 13, 2016)
  • Softmax (Oct 13, 2016)
  • Two Layer NN (Oct 27, 2016)
  • Features (Oct 27, 2016)

Assignment #2

  • Fully Connected Neural Net (Nov 9, 2016)
  • Batch Normalization (Nov 12, 2016)
  • Dropout
  • ConvNet on CIFAR-10

Assignment #3

  • Image Captioning with Vanilla RNNs
  • Image Captioning with LSTMs
  • Image Gradients: Saliency maps and Fooling Images
  • Image Generation: Classes, Inversion, DeepDream