camelCase?

Note that camelCase is generally not recommended in Julia code by most (all?) of the style guides. So some of the code like

https://github.com/paralab/Finch/blob/master/src/examples/example-heat2d.jl#L41

doesn't match standard Julia styles. You may want to take a look at https://github.com/SciML/SciMLStyle