This folder contatins my solutions to CS231n assignments (http://cs231n.stanford.edu/syllabus.html)

Assignment 1:

KNN classifier, SVM, Softmax, Two-Layer Neural Network, Image Features (.ipynb/.html files) My layers and loss function implementations in cs231n/classifiers/*.py

Assignment 2:

Fully-connecter Neural Networks, Batch Normalization, Dropout, Convolutional Neural Networks (.ipynb/.html files) My layers, optimizers, network implementations in layers.py, optim.py, classifiers/fc_net.py, classifiers/cnn.py

Assignment 3:

RNN and LSTM (.ipynb/.html files) My layers and network implementations in cs231n/rnn_layers.py, cs231n/classifiers/rnn.py