In this assignment, I created interactive Jupyter notebooks using PyTorch to build mathematical models.
The notebooks offer hands-on experience with regression models, allowing students to explore key concepts like model training, optimization, and visualization using Matplotlib to better understand deep learning in action.
You can open the main notebook file main.ipynb or main.pdf using your favorite viewer.
Please check out the previous results or run the notebook to reproduce the results.
MIT © Asher Jingkong Chen
Warning
The data files named in *.mat are provided by the course instructor and are not licensed or owned by Asher Jingkong Chen.