Write benchmarks #152
Description
We could use many more benchmarks in the benchmark folder. If you're a newcomer, why is this an important contribution? There are surely ways the performance of this package could be improved, and having benchmarks makes it much easier for the algorithm developers to test the consequences of their changes (#154 is one of many potential examples).