The repository contains separate directiories for each task:
- ex1 - function minimization using two gradient methods: the Newton method and the Gradient Based method.
- ex2 - genetic algorithm
- ex3 - simple operations using Perl
- ex4 - checkers game with AI using min-max algorithm with alpha beta pruning
- ex5 - MCMC algorithm with Gibbs sampling
- ex6 - forest classifier & gradient boosting algorithms
- ex7 - Stochastic gradient descent