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Cross-platform C++ library - universal neurobiology-based machine learning framework.
Version 2.0.0

PLATFORMS

x86 aarch64 armle.v7 PowerPC e2k MIPS
Windows +
Linux + + +
QNX + +
Secured RTOS KPDA 10964-01 + + + + + +

COMPUTING

  • Native CPU (single thread)
  • Native CPU (multithread)
  • OpenCL

REQUIREMENTS

  • CMake 3.12 or newer
  • g++ 4.8.3 or newer (MinGW under Windows)

LICENCE

Interference library is distributed under the MIT Licence.

interference_vision example uses the part of COIL-100 dataset.

"Columbia Object Image Library (COIL-100)," S. A. Nene, S. K. Nayar and H. Murase, Technical Report CUCS-006-96, February 1996. http://www1.cs.columbia.edu/CAVE/software/softlib/coil-100.php

SAMPLES

  • Test - benchmark
  • Vision - example of image recognition system
  • Multimodal - example of multimodal (image+text) data processing
  • Lang - example of natural language processing (NLP)

HOW TO BUILD

Note that %INTERFERENCE_ROOT% is root directory of Interference library files, %BUILD_TYPE% is "debug" or "release". After the last step, library and binaries will be in %INTERFERENCE_ROOT%/lib and %INTERFERENCE_ROOT%/bin respectively.

Building for Windows (MinGW)

Run CMD and follow this steps:

  1. Prepare build directory
cd %INTERFERENCE_ROOT%
mkdir cmake-build-%BUILD_TYPE%
cd cmake-build-%BUILD_TYPE%
  1. Configure build files
cmake -DCMAKE_BUILD_TYPE=%BUILD_TYPE% -DCMAKE_MAKE_PROGRAM=make.exe -G "MinGW Makefiles" ..
  1. Build and install the library
make install

Building for Linux

Run terminal and follow this steps:

  1. Prepare build directory
cd %INTERFERENCE_ROOT%
mkdir cmake-build-%BUILD_TYPE%
cd cmake-build-%BUILD_TYPE%
  1. Configure build files
cmake -DCMAKE_BUILD_TYPE=%BUILD_TYPE% ..
  1. Build and install the library
make install