The `two-sum` project computes the sum of two floating point numbers as a non-overlapping sequence using Knuth's method, providing high precision arithmetic for scenarios where standard floating-point addition may lose accuracy. It is designed for developers working on numerical computing, scientific computing, or applications requiring robust geometric predicates, such as those in computational geometry or high-precision simulations.