Here are my Jypeter Notebook labs from ITMO First semester
Analysis and development of algorithms
- Me and
- Maxim Shitilov
- Task 1. Experimental time complexity analysis
- Task 2. Algorithms for unconstrained nonlinear optimization. Direct methods
- Task 3. Algorithms for unconstrained nonlinear optimization. First- and second order methods
- Task 4. Algorithms for unconstrained nonlinear optimization. Stochastic and metaheuristic algorithms
- Task 5. Algorithms on graphs. Introduction to graphs and basic algorithms on graphs
- Task 6. Algorithms on graphs. Path search algorithms on weighted graphs
- Task 7. Algorithms on graphs. Tools for network analysis
- Task 8. (Extended). Practical analysis of advanced algorithms