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The AlgorithmTrading project is a C++ program for plotting tabulated functions of stock quotes using interpolation methods. It includes a GUI implementation based on any GUI library with API for C++ and the ability to load data from a CSV file. The Cubic Spline interpolation method is implemented, and the user can specify the number of points.