Well DeepWalk for embedding graph nodes into vectors already has been popularized and has fairly broad applicability, what is new in what Debbie Duong did (which I'll say more about soon) is applying it to a labeled hypergraph rather than just a graph...
On Tue, Apr 28, 2020 at 11:57 PM Linas Vepstas <[email protected]> wrote: > > Ben, as you know, I'm more interested in code and API's that are generic and > useful. So I'm looking at the creation of things that have broad > applicability, are easy to use, and can be popularized. Things that can be > demoed. Demos that can be tinkered with by ordinary people. > > --linas > > On Wed, Apr 29, 2020 at 12:39 AM Ben Goertzel <[email protected]> wrote: >> >> Re vector embeddings, we have been using DeepWalk to create vector >> embeddings from Atomspace, and have achieved some interesting mappings >> btw Atom logical relationships and corresponding vector relationships >> ... a draft paper on this will be posted soon... >> >> On Tue, Apr 28, 2020 at 8:55 PM Linas Vepstas <[email protected]> wrote: >> > >> > >> > >> > On Tue, Apr 28, 2020 at 9:58 PM Michael Duncan <[email protected]> wrote: >> >> >> >> >> >> and some more detailed thoughts on automated hypothesis formation >> >> regarding COVID-19 therapies are at >> >> https://docs.google.com/document/d/1QAP00zGlpn2Bnrsug622DbrB8s6l3RzlfYUw14rszQw/edit >> > >> > >> > The above document mentions "vector embeddings". The current vector >> > embedding API is in the (opencog matrix) module, and there's actually >> > quite a lot of stuff there. I suspect no one beside me has used that code >> > ... >> > >> > A writeup of that code is here: >> > https://github.com/opencog/atomspace/tree/master/opencog/matrix >> > >> > I also suspect that whoever wrote the words "vector embedding" in the >> > google doc is probably thinking along a different set of lines. (whoever >> > => normally iso-9000 says documents should always have an author, a date, >> > and a contact point) >> > >> > Anyway -- vector embeddings ... lets hear the ideas... >> > >> > --linas >> > >> > -- >> > cassette tapes - analog TV - film cameras - you >> > >> > -- >> > You received this message because you are subscribed to the Google Groups >> > "opencog" group. >> > To unsubscribe from this group and stop receiving emails from it, send an >> > email to [email protected]. >> > To view this discussion on the web visit >> > https://groups.google.com/d/msgid/opencog/CAHrUA37n%3D76LBMHzucTT12AMGKqrc5KEkGTspVc6z6QVfipLDg%40mail.gmail.com. >> >> >> >> -- >> Ben Goertzel, PhD >> http://goertzel.org >> >> “The only people for me are the mad ones, the ones who are mad to >> live, mad to talk, mad to be saved, desirous of everything at the same >> time, the ones who never yawn or say a commonplace thing, but burn, >> burn, burn like fabulous yellow roman candles exploding like spiders >> across the stars.” -- Jack Kerouac >> >> -- >> You received this message because you are subscribed to the Google Groups >> "opencog" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to [email protected]. >> To view this discussion on the web visit >> https://groups.google.com/d/msgid/opencog/CACYTDBdbgsPf_rnct5g17sKi%3DZ91%3Dm5ByQfvOBMscYbT%2BZ50ig%40mail.gmail.com. > > > > -- > cassette tapes - analog TV - film cameras - you > > -- > You received this message because you are subscribed to the Google Groups > "opencog" group. > To unsubscribe from this group and stop receiving emails from it, send an > email to [email protected]. > To view this discussion on the web visit > https://groups.google.com/d/msgid/opencog/CAHrUA34Kd8ESp29CWiZ003DcJpYfJORtJtnGVYeBApmFNz8TrQ%40mail.gmail.com. -- Ben Goertzel, PhD http://goertzel.org “The only people for me are the mad ones, the ones who are mad to live, mad to talk, mad to be saved, desirous of everything at the same time, the ones who never yawn or say a commonplace thing, but burn, burn, burn like fabulous yellow roman candles exploding like spiders across the stars.” -- Jack Kerouac -- You received this message because you are subscribed to the Google Groups "opencog" group. To unsubscribe from this group and stop receiving emails from it, send an email to [email protected]. To view this discussion on the web visit https://groups.google.com/d/msgid/opencog/CACYTDBfJx9noV6-B-4Y75%2BerLp7ZF1BpsWquE%3DUqvwiiuTYcNw%40mail.gmail.com.
