Skip to content

Latest commit

 

History

History
24 lines (18 loc) · 789 Bytes

DCT.md

File metadata and controls

24 lines (18 loc) · 789 Bytes
Raw

Discrete Cosine Transform (DCT)

  Discrete Cosine Transform将一个在时间域(time domain)内长度为N的实值序列转换为另外一个 在频率域(frequency domain)内的长度为N的实值序列。下面是程序调用的例子。

import org.apache.spark.ml.feature.DCT
import org.apache.spark.ml.linalg.Vectors

val data = Seq(
  Vectors.dense(0.0, 1.0, -2.0, 3.0),
  Vectors.dense(-1.0, 2.0, 4.0, -7.0),
  Vectors.dense(14.0, -2.0, -5.0, 1.0))

val df = spark.createDataFrame(data.map(Tuple1.apply)).toDF("features")

val dct = new DCT()
  .setInputCol("features")
  .setOutputCol("featuresDCT")
  .setInverse(false)

val dctDf = dct.transform(df)
dctDf.select("featuresDCT").show(3)