https://github.com/naturalsmen/cs231n-solutions
Homework solutions to Neural Networks class. The works include the implementations of the following:
Model: KNN, vanilla Neural Networks, CNN, R-CNN, fast and faster R-CNN, RNN, LSTM and GANs
Optimizer: SGD, Momentum, Nesterov Momentum, AdaGrad and Adam
Overfitting fighter: Batchnorm, Dropout