ANN : Scalar Matrix-Hashing ?encoder?

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FYI, I think I ended up getting something working along these lines.

NEW: SimHash Distributed Scalar Encoder (SHaDSE) - DEPRECATED

Introducing: SimHash Distributed Scalar Encoder (SHaDSE) A Locality-Sensitive Hashing approach towards encoding semantic data into Sparse Distributed Representations, ready to be fed into an Hierarchical Temporal Memory, like NuPIC by Numenta. This uses the SimHash algorithm to accomplish this. LSH and SimHash come from the world of nearest-neighbor document similarity searching. This encoder is sibling with the original Scalar Encoder, and the Random Distributed Scalar Encoder (RDSE). T…

thanks.