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lisitsyn / tapkee

A flexible and efficient С++ template library for dimension reduction
http://tapkee.lisitsyn.me
BSD 3-Clause "New" or "Revised" License
231 stars 58 forks source link

Implement streaming mode for landmark based algorithms #26

Open lisitsyn opened 9 years ago

lisitsyn commented 9 years ago

Idea is: with randomization we can assume that landmarks are the first N vectors so we collect them to buffer until its ready. Once bufferized we output all the landmark vectors' projections and process following vectors in streaming way.

lisitsyn commented 9 years ago

Asked @karlnapf about that and apparently good idea is to collect feature vectors until solution stabilizes