This repository summarises the practical prediction systems seminar for Master Students at the University of Warsaw, dep. Mathematics, Informatics, and Mechanics. The seminar was conducted by Piotr Wygocki and Piotr Sankowski. For each problem, the student has given an ML technique, a problem, and a dataset. The task was to solve the problem.
The results:
- Mikołaj P. Detecting adversarial attacks with GANs https://github.com/mikipacman/adversarial_attacks_and_gans
- Andrzej Zapala Quantum Chemistry, predicting quantum properties and energy of molecules
- Wojciech K. Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis