8 Best CPP Math Libraries 2024

Here are some famous C++ Math Libraries. Some C++ Math Libraries' use cases include Numerical Analysis, Statistical Analysis, Machine Learning, Data Visualization, Image Processing, and Scientific Computing.

Cpp math libraries are libraries of mathematical functions written in C++ designed to aid in the development of applications that require complex mathematical operations. They provide a set of tools to allow developers to quickly and easily access math functions and calculations.

Let us look at some libraries in detail.

dlib

• Contains a wide variety of optimized algorithms and data structures.
• Provides tools for linear algebra, machine learning, and image processing.
• Has a number of utilities for generating random numbers.

root

• Provide multi-dimensional histograms and graphs.
• Advanced statistical analysis and data fitting.
• Highly modular and extensible, making it easy to add new features or extend existing ones.

eigen

• Optimized for speed and memory-efficiency to provide the best possible performance.
• Supports both dense and sparse matrices, as well as dynamic-sized matrices.
• Provides an intuitive and expressive API that makes it easy to write code with.

blitz

• Has an intuitive syntax that allows for easy coding and debugging.
• Provides built-in support for parallelization and distributed computing.
• Provides built-in support for parallelization and distributed computing.

blaze

• Compatible with a wide range of compilers.
• Supports both dense and sparse matrices, enabling efficient calculations with large datasets.
• Able to perform complex calculations with a minimal amount of code.

armadillo

• Provides a wide range of operations on matrices, vectors and scalars.
• Includes support for matrix decompositions, Fourier transforms, advanced linear algebra operations and random number generation.
• Written in expressive modern C++ code, taking advantage of C++11 features such as template metaprogramming

GiNaC

• Has a sophisticated yet easy to use interface.
• Features an extensive set of functions, such as integrals, series, and derivatives.
• Allows users to extend their applications by adding custom functions.

MathGL

• Supports the OpenGL and OpenCL graphics libraries.
• Has a built-in library of special mathematical functions, such as Bessel, Legendre and Chebyshev functions.
• Wide range of plotting capabilities, with over 40 different types of 2D and 3D plots.