AML

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)