A university class containing 7 projects.
- Gradient descent (zad1)
- Genetic algorithms - vertex cover problem (zad2)
- Min Max algorithm - fox and hounds game (zad3)
- ID3 decision tree - classifying using the Car Evaluation Database (zad4)
- Deep Neural Network - classifying MNIST numbers (zad5)
- Q-Learning - labyrinth agent (zad6)
- Naive bayes - classifying using the Iris Plants Database (zad7)
Each project contains a report.