The principles of calculus, historically, are differentials and integrals [1][1], while those of algebra are operators and equation solving [2][2]. Contemporary principles are analysis and abstract objects, respectively.
As an example case, why is relational algebra not called a calculus, and why is the π-calculus not called an algebra?