7 best C++ Machine Learning libraries in 2024

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by naveen.kumar@openweaver.com dot icon Updated: Jan 2, 2023

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C++ is an experienced language with a vast history of development. Its long existence and the diversity of its implementations make it a popular choice for many developers. But in the last decade, a new trend has emerged: machine learning. Although it might seem like new technology, its roots stretch back to the late 1950s. And despite its growth exponentially over the last few years, C++ has been used for machine learning applications since the early 2000s. Many developers depend on the following open source libraries: C-Plus-Plus - Collection of various algorithms in mathematics, machine learning, computer science, and physics implemented in C for educational purposes; Flashlight - standalone library for machine learning; Dlib - a toolkit for making real-world machine learning and data analysis applications. Check out the 7 best C++ libraries to use in machine learning projects this year.

C-Plus-Plusby TheAlgorithms

C++ doticonstar image 24659 doticonVersion:Currentdoticon
License: Permissive (MIT)

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

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            C-Plus-Plusby TheAlgorithms

            C++ doticon star image 24659 doticonVersion:Currentdoticon License: Permissive (MIT)

            Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
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                      dlibby davisking

                      C++ doticonstar image 11993 doticonVersion:v19.24.2doticon
                      License: Permissive (BSL-1.0)

                      A toolkit for making real world machine learning and data analysis applications in C++

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                                dlibby davisking

                                C++ doticon star image 11993 doticonVersion:v19.24.2doticon License: Permissive (BSL-1.0)

                                A toolkit for making real world machine learning and data analysis applications in C++
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                                          flashlightby flashlight

                                          C++ doticonstar image 4854 doticonVersion:v0.3.2doticon
                                          License: Permissive (MIT)

                                          A C++ standalone library for machine learning

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                                                    flashlightby flashlight

                                                    C++ doticon star image 4854 doticonVersion:v0.3.2doticon License: Permissive (MIT)

                                                    A C++ standalone library for machine learning
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                                                              mlpackby mlpack

                                                              C++ doticonstar image 4421 doticonVersion:4.1.0doticon
                                                              License: Others (Non-SPDX)

                                                              mlpack: a fast, header-only C++ machine learning library

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                                                                        mlpackby mlpack

                                                                        C++ doticon star image 4421 doticonVersion:4.1.0doticon License: Others (Non-SPDX)

                                                                        mlpack: a fast, header-only C++ machine learning library
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                                                                                  Simdby ermig1979

                                                                                  C++ doticonstar image 1799 doticonVersion:v5.3.126doticon
                                                                                  License: Permissive (MIT)

                                                                                  C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM.

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                                                                                            Simdby ermig1979

                                                                                            C++ doticon star image 1799 doticonVersion:v5.3.126doticon License: Permissive (MIT)

                                                                                            C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM.
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                                                                                                      C++ doticonstar image 299 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Hands-On Machine Learning with C++, published by Packt

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                                                                                                                Hands-On-Machine-Learning-with-CPPby PacktPublishing

                                                                                                                C++ doticon star image 299 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                Hands-On Machine Learning with C++, published by Packt
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                                                                                                                          ml-cppby elastic

                                                                                                                          C++ doticonstar image 139 doticonVersion:Currentdoticon
                                                                                                                          License: Others (Non-SPDX)

                                                                                                                          Machine learning C++ code

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                                                                                                                                    ml-cppby elastic

                                                                                                                                    C++ doticon star image 139 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                    Machine learning C++ code
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