Machine learning

Cross Validation

The goal of this assignment is to experiment with classification algorithms, test the classifier using cross-validation over the training set through Scikit-learn, a wide-spread library for Machine Learning in use nowadays. Then, train the classifier over the full training set and, finally, use the classifier to predict the examples in the test set.

Source code and full description

Deep Neural Network

The goal of this assignment is to experiment with neural networks, test the network using cross-validation over the training set through TensorFlow, one of the most used tools in machine learning. Then, train the network over the full training set and, finally, use the network to predict the examples in the test set.

Source code and full description