The assignment for cs231n course
- Windows 10
- Python 3.5
- 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]
- Fully-connected Neural Network [fc_net.py, FullyConnectedNets.ipynb]
- Batch Normalization [BatchNormalization.ipynb]
- Dropout [Dropout.ipynb]
- ConvNet on CIFAR-10 [cnn.py, ConvolutionalNetworks.ipynb]
- 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