This is the first homework of the course CSMM.102x Machine Learning available on edx There are two parts:

• in part 1 we implement the ridge regression algorithm
• in part 2 we implement an active learning procedure

The program can be launched from a command line interface using a line:

python hw1_regression.py lambda sigma2 X_train.csv y_train.csv X_test.csv