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kmeans.ssc
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kmeans.ssc
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import BIDMach.models.KMeans.MatOptions
import BIDMat.{Mat,SBMat,CMat,DMat,FMat,IMat,HMat,GMat,GIMat,GSMat,SMat,SDMat}
import BIDMat.MatFunctions._
import BIDMat.SciFunctions._
import BIDMach.datasources._
import BIDMach.datasinks._
import BIDMach.updaters._
import BIDMach._
import BIDMach.ui.WebServerChannel
val mat0 = rand(100, 100000)
val opts = new MatOptions
opts.dim = 256
opts.batchSize = math.min(100000, mat0.ncols/30 + 1)
opts.npasses = 1000
val nn = new Learner(
new MatSource(Array(mat0:Mat), opts),
new KMeans(opts),
null,
new Batch(opts),
null,
opts)
nn.opts.observer = new WebServerChannel(nn)
nn.train