The goal of this repository is to benchmark SparseDiffEngine against other methods based on automatic or algorithmic
differentiation for computing derivatives.
We will be comparing against the following tools:
Our goal is to understand the benefits of different approaches, since they seem to add a lot of complexity
with terms like graph coloring, jacobian accumulation and vertex elimination to compute the sparsity
pattern of the jacobian.