Re-Organisation of the C++, PY Community repos

[breznak]

@breznak

A) nupic.core.c++

blazing fast, small, c++11 (17) only
encoders, SP, TM, Anomaly + tests
goto place to understand HTM concept, refactor or spin your completely different fork
the API are public methods of the classes, data type is the output vector (std::vect, eigen, …)

A1) nupic.bindings

@chhenning

I just realized that Eigen also supports sparse matrices.

Eigen: Sparse matrix manipulations

I might just replace nupic’s matrix classes with Eigen’s then in my community fork.

@chhenning I would be very interested in optimizing the hell of c++ HTM code. Would love to see your changes and merge them into the proposed structure!

I did some performance analysis …do you have a thread about optimization ? If not, can we start one? I 've done

• some micro-benchmarks
• considered ditching the hand-made ASM
• initial test with eigen
• performance analysis of the HTM chain