PSO optimized Tsetlin Machine(deprecated)

An implementation of the Tsetlin machine in C++,using multi-thread PSO algorithm to optimize hyper parameters.

Contains a simple XOR demo copied from reference.

The paper this implementation is based on is available here.

The default setup of my machine is 96 cores with AVX-512F instruction set , so modify ./test/pso_siRNA.cpp and ./CMakeLists to make best fit for your machine.

Notice: There's some premature code in very early stage of this work, probably may take a lot of time to fix and rearrange the whole project, so I decide to reconstruct it in another work later and announce this repo deprecated.

Further work may introduce RSA(Reptile Search Algorithm) to optimize tsetlin machine, with usage of modern threadpool and probably adding boosting & dropout to tsetlin machine algorithm itself.