Projects created for Numerical Algorithms course at AGH University of Science and Technology.
Lab 1: computer arithmetic, numerical stability, deterministic chaos
Lab 2: matrix factorization, linear equations systems solvers, electrical circuit analyzer
Lab 3: non-linear equations solvers
Lab 4: simulated annealing, TSP approximation, binary image generator, sudoku solver
Lab 5: Singular Value Decomposition (SVD), 3D transformations, image compression
Lab 6: mini-Google (search engine using linear algebra, SVD and Flask frontend)
Lab 7: spectral decomposition, computing eigenvalues
Lab 8: TODO (simple PageRank implementation)
Lab 9: DTF applications, pattern recognition, OCR
Lab 10: DTF, FFT, analyzing digital signals
Lab 11: QR factorization
Lab 12: numerical integration in 1D and 2D