This is the project directory for my Artificial Intelligence class.
cs470/assignment1.py:
This program finds a path between two words by changing a letter at every step. Uses the A* algorithm to find the optimal path.
cs470/assignment2.py:
This program solves the N-queens problem by implementing the forward checking and AC-3 algorithms.
cs470/assignment3.py:
This program computes the conditional probability of an event happening in a Bayesian Network with the rejection sampling and Gibbs sampling algorithms.
cs470/assignment4_a.py:
This program builds a machine learning model for a regression problem.
cs470/assignment4_b.py:
This program improves upon the machine learning model from cs470/assignment4_a.py.
Type python cs470/assignment1.py to run the first program. Change the assignment number to run the other programs.