Another update from ingydotnet^djgoku
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33
Task/Multiple-regression/Go/multiple-regression-1.go
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33
Task/Multiple-regression/Go/multiple-regression-1.go
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@ -0,0 +1,33 @@
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package main
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import (
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"fmt"
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"github.com/gonum/matrix/mat64"
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)
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func givens() (x, y *mat64.Dense) {
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height := []float64{1.47, 1.50, 1.52, 1.55, 1.57, 1.60, 1.63,
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1.65, 1.68, 1.70, 1.73, 1.75, 1.78, 1.80, 1.83}
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weight := []float64{52.21, 53.12, 54.48, 55.84, 57.20, 58.57, 59.93,
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61.29, 63.11, 64.47, 66.28, 68.10, 69.92, 72.19, 74.46}
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degree := 2
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x = Vandermonde(height, degree)
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y = mat64.NewDense(len(weight), 1, weight)
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return
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}
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func Vandermonde(a []float64, degree int) *mat64.Dense {
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x := mat64.NewDense(len(a), degree+1, nil)
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for i := range a {
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for j, p := 0, 1.; j <= degree; j, p = j+1, p*a[i] {
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x.Set(i, j, p)
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}
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}
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return x
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}
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func main() {
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x, y := givens()
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fmt.Printf("%.4f\n", mat64.Formatted(mat64.QR(x).Solve(y)))
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}
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@ -1,8 +1,9 @@
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package main
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import (
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"code.google.com/p/gomatrix/matrix"
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"fmt"
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"github.com/skelterjohn/go.matrix"
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)
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func givens() (x, y *matrix.DenseMatrix) {
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