We are working on distributed ml framework and optimazation for embedded systems. Dlib is an awesome framework which implemented using c++. Our work are doing some experiments and recraft based on this library. Credit to Davis's great work.
Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems. See http://dlib.net for the main project documentation and API reference.
Go into the examples folder and type:
mkdir build; cd build; cmake .. -DUSE_AVX_INSTRUCTIONS=1 -DDLIB_USE_CUDA=1; cmake --build .This research is based in part upon work supported by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA) under contract number 2014-14071600010. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of ODNI, IARPA, or the U.S. Government.