Version submitted for grading for ENS's Mathématiques des données course. Report.

The following algorithms are available :

• gaussian range sampler
• randomized range finder
• adapative randomized range finder
• randomized subspace iteration
• adaptive randomized subspace iteration (corrected)
• direct singular values decomposition
• direct eigenvalues decomposition
• Nÿstrom eigenvalues decomposition