Package opennlp.tools.ml
Class ArrayMath
- java.lang.Object
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- opennlp.tools.ml.ArrayMath
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Constructor Summary
Constructors Constructor Description ArrayMath()
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Method Summary
All Methods Static Methods Concrete Methods Modifier and Type Method Description static intargmax(double[] x)Find index of maximum element in the vector xstatic doubleinnerProduct(double[] vecA, double[] vecB)static doubleinvL2norm(double[] v)Inverse L2-normstatic doublel1norm(double[] v)L1-normstatic doublel2norm(double[] v)L2-normstatic doublelogSumOfExps(double[] x)Computes \log(\sum_{i=1}^n e^{x_i}) using a maximum-element trick to avoid arithmetic overflow.static doublemax(double[] x)static voidsumFeatures(Context[] context, float[] values, double[] prior)static double[]toDoubleArray(List<Double> list)Convert a list of Double objects into an array of primitive doublesstatic int[]toIntArray(List<Integer> list)Convert a list of Integer objects into an array of primitive integers
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Method Detail
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innerProduct
public static double innerProduct(double[] vecA, double[] vecB)
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l1norm
public static double l1norm(double[] v)
L1-norm
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l2norm
public static double l2norm(double[] v)
L2-norm
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invL2norm
public static double invL2norm(double[] v)
Inverse L2-norm
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logSumOfExps
public static double logSumOfExps(double[] x)
Computes \log(\sum_{i=1}^n e^{x_i}) using a maximum-element trick to avoid arithmetic overflow.- Parameters:
x- input vector- Returns:
- log-sum of exponentials of vector elements
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max
public static double max(double[] x)
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argmax
public static int argmax(double[] x)
Find index of maximum element in the vector x- Parameters:
x- input vector- Returns:
- index of the maximum element. Index of the first maximum element is returned if multiple maximums are found.
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sumFeatures
public static void sumFeatures(Context[] context, float[] values, double[] prior)
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toDoubleArray
public static double[] toDoubleArray(List<Double> list)
Convert a list of Double objects into an array of primitive doubles
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