Part A :

k-NN Based Classfier

Part B :

2-D isomap for MNIST training set using Euclidean distance

Digits 1 and 7

Digits 4 and 9

All Digits

2-D isomap for MNIST training set using Tangent-distance

Digits 1 and 7

Digits 4 and 9

All Digits