Tip: debugging Jacobians

A Jacobian is the matrix of partial derivatives to your optimization problem. In GTSAM (and, by virtue, bioslam), these Jacobians are properties of the factor graphs which represent the optimization problem--the constraints of the graph ("factors") are functions whose derivatives you need to know the guide the problem as it searches for a global minimum.