Differentiable Optimization-Based Modeling for Machine Learning

This repository contains the full source code and data to produce my thesis document.

This repository started from Cyrus Omar's thesis code, which is based on a CMU thesis template by David Koes and others before.
Of standalone interest, refs.sort.sh uses biber to alphabetize and standardize my bibliography in refs.bib so it doesn't get too messy. This uses the configuration in refs.conf.
I use update-pdf.sh to keep the latest PDF only in HEAD, although Git LFS or a related project may be a better solution.

The BibTeX for this document is:

@phdthesis{amos2019differentiable,
  author       = {Brandon Amos},
  title        = {{Differentiable Optimization-Based Modeling for Machine Learning}},
  school       = {Carnegie Mellon University},
  year         = 2019,
  month        = 5,
}

fedorajzf/thesis

Differentiable Optimization-Based Modeling for Machine Learning