Here are the repositories for my Optimization in Machine Learning courses:
- Spring 2020: https://github.com/rishabhk108/OptimizationML
- Spring 2021: https://github.com/rishabhk108/AdvancedOptML
- Numpy
- Scipy
Other than the prerequisites listed above, this repository should be self constained. If you would like to try this out, feel free to clone this repo, open jupyter notebook and run this locally. Please reach out to rishabh.iyer@utdallas.edu if you have any difficulties running this.
I would like to acnowledge Mark Schmidt (https://www.cs.ubc.ca/~schmidtm/) from UBC for this. I converted his Matlab based tutorial to python. In particular, I used his summer school and tutorial slides as a reference!