/CS231n

Stanford Deep Learning Course - CS231n

Primary LanguageJupyter Notebook

CS231n (The Israeli version - by MDLI community)

My implementation for Stanford's CS231n Deep Learning Course assignments, conducted by the Israeli MDLI community (April, 2020)

Content:

  • Assignment 1 - K-Nearest Neighbours, SVM, Softmax, Two-layer NN
  • Assignment 2 - Neural Networks, Batch Normalization, Backpropogation, Dropout, CNN, PyTorch intro
  • Assignment 3 - RNN, LSTM, Saliency Maps, Fooling Images, Visualizations, Style Transfer, GANs

Feel free to reach out with any questions you have.