jmlee8939/cs231n-2021

Assignment of CS231n (2021 spring)

cs231n-2021

by jaeminiman

Assignments of well-known lecture CS231n from stanford university
(2021 spring) *There could be some mistakes. :)

Assignment1

• Image Classification
• KNN
• SVM
• Softmax
• Fully Connected Neural Network

Assignment2

• Fully connected nets
• Convolutional nets
• Batch normalization
• Dropout
• Pytorch

Assignment3

• RNN
• LSTM
• Transformer
• Network visualization
• generative adversarial netwroks
• self-supervised contrastive learning