本文整理了Java中org.apache.mahout.math.Vector.zSum()
方法的一些代码示例,展示了Vector.zSum()
的具体用法。这些代码示例主要来源于Github
/Stackoverflow
/Maven
等平台,是从一些精选项目中提取出来的代码,具有较强的参考意义,能在一定程度帮忙到你。Vector.zSum()
方法的具体详情如下:
包路径:org.apache.mahout.math.Vector
类名称:Vector
方法名:zSum
[英]Return the sum of all the elements of the receiver
[中]返回接收器所有元素的总和
代码示例来源:origin: apache/mahout
@Override
public double zSum() {
return delegate.zSum();
}
代码示例来源:origin: apache/mahout
@Override
public double zSum() {
return delegate.zSum();
}
代码示例来源:origin: apache/mahout
@Override
public double apply(Vector v) {
return v.zSum();
}
}).zSum(), total, EPSILON);
代码示例来源:origin: apache/mahout
@Override
public double apply(Vector v) {
return v.zSum();
}
});
代码示例来源:origin: apache/mahout
@Override
public double apply(Vector v) {
return v.zSum();
}
});
代码示例来源:origin: apache/mahout
@Test
public void testZSum() {
double expected = 0;
for (double value : values) {
expected += value;
}
assertEquals("wrong zSum", expected, test.zSum(), EPSILON);
}
代码示例来源:origin: apache/mahout
@Test
public void testZSum() {
double expected = 0;
for (int i = OFFSET; i < OFFSET + CARDINALITY; i++) {
expected += values[i];
}
assertEquals("wrong zSum", expected, test.zSum(), EPSILON);
}
代码示例来源:origin: apache/mahout
@Test
public void testAggregate() {
double total = test.aggregate(Functions.PLUS, Functions.IDENTITY);
assertEquals(test.aggregateRows(new VectorFunction() {
@Override
public double apply(Vector v) {
return v.zSum();
}
}).zSum(), total, EPSILON);
}
代码示例来源:origin: apache/mahout
@Test
public void testAggregateCols() {
Vector v = test.aggregateColumns(new VectorFunction() {
@Override
public double apply(Vector v) {
return v.zSum();
}
});
for (int i = 0; i < test.numCols(); i++) {
assertEquals(test.viewColumn(i).zSum(), v.get(i), EPSILON);
}
}
代码示例来源:origin: apache/mahout
@Test
public void testAggregateRows() {
Vector v = test.aggregateRows(new VectorFunction() {
@Override
public double apply(Vector v) {
return v.zSum();
}
});
for (int i = 0; i < test.numRows(); i++) {
assertEquals(test.viewRow(i).zSum(), v.get(i), EPSILON);
}
}
代码示例来源:origin: apache/mahout
@Test
public void testIterators() {
final T v0 = vectorToTest(20);
double sum = 0;
int elements = 0;
int nonZero = 0;
for (Element element : v0.all()) {
elements++;
sum += element.get();
if (element.get() != 0) {
nonZero++;
}
}
int nonZeroIterated = Iterables.size(v0.nonZeroes());
assertEquals(20, elements);
assertEquals(v0.size(), elements);
assertEquals(nonZeroIterated, nonZero);
assertEquals(v0.zSum(), sum, 0);
}
代码示例来源:origin: apache/mahout
assertEquals(i * i, m.viewRow(i).zSum(), 0);
assertEquals(i * i, m.viewRow(i).get(i), 0);
assertEquals(i * i, m.viewColumn(i).zSum(), 0);
assertEquals(i * i, m.viewColumn(i).get(i), 0);
代码示例来源:origin: apache/mahout
@Test
public void testIterators() {
int[] pivot = pivot();
int[] unpivot = unpivot();
Vector v = randomVector();
PermutedVectorView pvv = new PermutedVectorView(v, pivot);
// check a simple operation and thus an iterator
assertEquals(v.zSum(), pvv.zSum(), 0);
assertEquals(v.getNumNondefaultElements(), pvv.getNumNondefaultElements());
v.set(11, 0);
assertEquals(v.getNumNondefaultElements(), pvv.getNumNondefaultElements());
Iterator<Vector.Element> vi = pvv.iterator();
int i = 0;
while (vi.hasNext()) {
Vector.Element e = vi.next();
assertEquals("Index " + i, i, pivot[e.index()]);
assertEquals("Reverse Index " + i, unpivot[i], e.index());
assertEquals("Self-value " + i, e.get(), pvv.get(e.index()), 0);
// note that we iterate in the original vector order
assertEquals("Value " + i, v.get(i), e.get(), 0);
i++;
}
}
代码示例来源:origin: apache/mahout
assertEquals(dv1.norm(2), v1.norm(2), FUZZ);
assertEquals(dv1.zSum(), v1.zSum(), FUZZ);
assertEquals(3.1 * v1.size(), v1.assign(3.1).zSum(), FUZZ);
assertEquals(0, v1.plus(-3.1).norm(1), FUZZ);
v1.assign(dv1);
assertEquals(0, v1.getDistanceSquared(dv1), FUZZ);
assertEquals(dv1.zSum() - dv1.size() * 3.4, v1.assign(Functions.minus(3.4)).zSum(), FUZZ);
assertEquals(dv1.zSum() - dv1.size() * 4.5, v1.assign(Functions.MINUS, 1.1).zSum(), FUZZ);
v1.assign(dv1);
assertEquals(dv1.dot(dv2), v1.aggregate(v2, Functions.PLUS, Functions.MULT), FUZZ);
assertEquals(dv1.viewPart(5, 10).zSum(), v1.viewPart(5, 10).zSum(), FUZZ);
代码示例来源:origin: org.apache.mahout/mahout-mrlegacy
@Override
public double getAverageStd() {
if (s0 == 0.0) {
return 0.0;
} else {
return std.zSum() / std.size();
}
}
代码示例来源:origin: org.apache.mahout/mahout-mr
@Override
protected void map(IntWritable key, VectorWritable row, Context context)
throws IOException, InterruptedException {
// store the sum
IntDoublePairWritable store = new IntDoublePairWritable(key.get(), row.get().zSum());
context.write(NullWritable.get(), store);
}
}
代码示例来源:origin: org.apache.mahout/mahout-core
@Override
protected void map(IntWritable key, VectorWritable row, Context context)
throws IOException, InterruptedException {
// store the sum
IntDoublePairWritable store = new IntDoublePairWritable(key.get(), row.get().zSum());
context.write(NullWritable.get(), store);
}
}
代码示例来源:origin: org.apache.mahout/mahout-core
protected AbstractThetaTrainer(Vector weightsPerFeature, Vector weightsPerLabel, double alphaI) {
Preconditions.checkNotNull(weightsPerFeature);
Preconditions.checkNotNull(weightsPerLabel);
this.weightsPerFeature = weightsPerFeature;
this.weightsPerLabel = weightsPerLabel;
this.alphaI = alphaI;
perLabelThetaNormalizer = weightsPerLabel.like();
totalWeightSum = weightsPerLabel.zSum();
numFeatures = weightsPerFeature.getNumNondefaultElements();
}
代码示例来源:origin: org.apache.mahout/mahout-mrlegacy
@Override
public double apply(Vector v) {
return v.zSum() / v.size();
}
});
代码示例来源:origin: org.apache.mahout/mahout-mrlegacy
@Override
public Vector classify(Vector data, ClusterClassifier prior) {
List<Cluster> models = prior.getModels();
int i = 0;
Vector pdfs = new DenseVector(models.size());
for (Cluster model : models) {
pdfs.set(i++, model.pdf(new VectorWritable(data)));
}
return pdfs.assign(new TimesFunction(), 1.0 / pdfs.zSum());
}
内容来源于网络,如有侵权,请联系作者删除!