Constrained optimization algorithms (log barrier and interior point methods) for a Quadratic Program. This is my last homework for optimization course under supervision of Dr. Maryam Amirmazlaghani at AUT.
I implemented log barrier and interior point methods for solving a quadratic program problem with an equality constraint.
The implementations of these algorithms are available in algorithms.py and the sample usage and diagrams are available in example_usage.ipynb.
More info about the algorithms and QPs are found here: