y_dat added generation
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@ -21,7 +21,7 @@ fun streamLm(lm_func: KFunction3<MutableStructure2D<Double>, MutableStructure2D<
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var example_number = startData.example_number
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var p_init = startData.p_init
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var t = startData.t
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val y_dat = startData.y_dat
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var y_dat = startData.y_dat
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val weight = startData.weight
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val dp = startData.dp
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val p_min = startData.p_min
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@ -46,18 +46,19 @@ fun streamLm(lm_func: KFunction3<MutableStructure2D<Double>, MutableStructure2D<
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)
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emit(result.result_parameters)
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delay(launchFrequencyInMs)
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p_init = generateNewParameters(p_init, 0.1)
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p_init = result.result_parameters
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y_dat = generateNewYDat(y_dat, 0.1)
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}
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}
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fun generateNewParameters(p: MutableStructure2D<Double>, delta: Double): MutableStructure2D<Double>{
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val n = p.shape.component1()
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val p_new = zeros(ShapeND(intArrayOf(n, 1))).as2D()
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fun generateNewYDat(y_dat: MutableStructure2D<Double>, delta: Double): MutableStructure2D<Double>{
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val n = y_dat.shape.component1()
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val y_dat_new = zeros(ShapeND(intArrayOf(n, 1))).as2D()
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for (i in 0 until n) {
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val randomEps = Random.nextDouble(delta + delta) - delta
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p_new[i, 0] = p[i, 0] + randomEps
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y_dat_new[i, 0] = y_dat[i, 0] + randomEps
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}
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return p_new
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return y_dat_new
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}
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suspend fun main(){
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