xiaohu2015 / cs231n-assignment

The assignment for cs231n course

cs231n-learn

The assignment for cs231n course

Environment

• Windows 10
• Python 3.5

Assignment1

• K-Nearest Neighboor Classifier [knn.py, knn.ipynb]
• Linear Classifier: linear SVM and softmax [linear_classifier.py, svm.ipynb, softmax.ipynb]
• Two-Layer Neural Network [neural_net.py, two_layer_net.ipynb]

Assignment2

• Fully-connected Neural Network [fc_net.py, FullyConnectedNets.ipynb]
• Batch Normalization [BatchNormalization.ipynb]
• Dropout [Dropout.ipynb]
• ConvNet on CIFAR-10 [cnn.py, ConvolutionalNetworks.ipynb]

Assignment3

• Image Captioning with Vanilla RNNs [RNN_Captioning.ipynb]
• Image Captioning with LSTMs [LSTM_Captioning.ipynb]
• Image Gradients [ImageGradients.ipynb]
• Image Generation [ImageGeneration.ipynb]

All assignments are finished by Mar 12 2017

Thanks for the project lightaime/cs231n and cthorey/CS231