muneebaadil/cnns-for-visual-recognition

Assignments of CS231n–a course offered at Stanford in Winter 2016.

Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

Assignment 1.

• K-nearest neighbours knn.ipynb
• Support Vector Machines svm.ipynb
• Softmax classifier softmax.ipynb
• Two Layer Neural Network two_layer_net.ipynb

Assignment 2.

• Fully Connected Networks FullyConnectedNets.ipynb
• Batch Normalisation BatchNormalization.ipynb
• Dropout Dropout.ipynb
• ConvNets ConvNets.ipynb