Homeworks and Final Project for Advanced Machine Learning course.
HW 1:
- Deep Neural Netowrk and Backpropagation
HW 2:
- Convolutional Networks
HW 3:
- Transformers for trajectory position
- TF4AML_theory.ipynb: this notebook follows the paper Attention Is All You Need.
- TF4AML_practice.ipynb: this notebook follows the paper Under the Hood of Transformer Networks for Trajectory Forecasting.
Final Project:
- Detection Swimming Pools using Aerial Imagery (.pdf - Final Paper, .7z Zipped Code)