Welcome to our case study repository.
This was a project case study on nonlinear optimization. We implemented the Stochastic Quasi-Newton method, the Stochastic Proximal Gradient method and applied both to a dictionary learning problem.
You will find most of the production source code in the code/ subdirectory.