Assignments for the machine learning course.

All of the assignments are implemented in MATLAB.

Ass1

Naive Bayes Classifier.

Ass2

Linear regression.

Ass3

kNN classifier.

Ass4

4a

Single-unit neural networks: Adaline and Perceptron.

4b

Neural networks building though matlab nn GUI.

Ass5

5a

Autoencoder.

5b

Use of pretrained convolutional neural networks.