MATH OPERATIONS¶

Note

This component is designed for mathematical operations. It is a lightweight library that provides basic mathematical functions to facilitate onboard computation and AI model inference. The library is designed to be lightweight and efficient, making it suitable for edge computing applications.

Note

This component is a wrapper and extension of the official ESP32 digital signal processing library ESP-DSP, providing higher-level API interfaces. In simple terms, the TinyMath library corresponds to the Math, Matrix, and DotProduct modules in ESP-DSP, while the other modules in ESP-DSP correspond to the TinyDSP library.

COMPONENT DEPENDENCIES¶

set(src_dirs
    .
    vec
    mat
)

set(include_dirs
    .
    include
    vec
    mat
)

set(requires
    tiny_toolbox
)

idf_component_register(SRC_DIRS ${src_dirs} INCLUDE_DIRS ${include_dirs} REQUIRES ${requires})

ARCHITECTURE AND DIRECTORY¶

Dependency Diagram¶

Code Tree¶

TinyMath
    ├── CMakeLists.txt
    ├── include
    |   ├── tiny_error_type.h // error type header file
    |   ├── tiny_constant.h // constant header file
    |   ├── tiny_math_config.h // configuration header file
    |   └── tiny_math.h // main header file, include this file where you want to use the library
    ├── vec
    |   ├── tiny_vec.h // vector header file
    |   ├── tiny_vec.c // vector source file
    |   ├── tiny_vec_test.c // vector test file
    |   └── tiny_vec_test.h // vector test header file
    ├── mat
    |   ├── tiny_mat.h // matrix header file
    |   ├── tiny_mat.c // matrix source file
    |   ├── tiny_mat_test.c // matrix test file
    |   ├── tiny_mat_test.h // matrix test header file
    |   ├── tiny_mat.hpp // matrix header file - cpp
    |   ├── tiny_mat.cpp // matrix source file - cpp
    |   ├── tiny_mat_test.cpp // matrix test file - cpp
    |   └── tiny_mat_test.hpp // matrix test header file - cpp
    └── ...