Machine Learning Topics

  • Q1) K-nearest neighbor classifier
  • Q2) support vector machine
  • Q3) softmax classifier
  • Q4) two layer neural network
  • Q5) fully connected neural network
  • Q6) batch normalization
  • Q7) drop out
  • Q8) convnet on cifar10
  • Q9) image capturing with vaninlla RNNs
  • Q10) image capturing with LSTMs
  • Q11) image gradients: saliency maps and folling images
  • Q12) image generation: class inversion, deepdream

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