simple knn example first bash
parent
4e29aa8554
commit
453d74b4ee
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s.reboot
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~urn = { |n=31416, min=0,max=31415| (min..max).scramble.keep(n) };
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n = 200
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~idx = ~urn.value(n)
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~data = n.collect{|i|sin(~idx[i]/5000)}
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(
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~simpleInput = FluidDataSet(s,\simpleInput,1);
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~simpleOutput = FluidDataSet(s,\simpleOutput,1);
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b = Buffer.alloc(s,1,1);
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~mappingviz = Buffer.alloc(s,31416,1);
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)
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(
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Routine{
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n.do{|i|
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b.set(0,~idx[i]);
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s.sync;
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~simpleInput.addPoint(i.asString,b,{("Added Input" + i).postln});
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b.set(0,~data[i]);
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s.sync;
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~simpleOutput.addPoint(i.asString,b,{("Added Output" + i).postln});
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~mappingviz.set(~idx[i].asInt,~data[i])
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}
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}.play
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)
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(
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~simpleInput.clear;
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~simpleOutput.clear;
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)
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3%2
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~mappingviz.plot(minval:-1,maxval:1)
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~mappingresult = Buffer.alloc(s,31416,1);
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~knn = FluidKNN(s)
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~knn.index(~simpleInput,action:{"index done".postln})
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(
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512.do{|i|
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b.set(0,i);
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~knn.regress(b,~simpleOutput,1,action:{|d|~mappingresult.set(i,d)});
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// if(i%512 == 0, {i.postln; s.sync},{});
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}
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)
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