Name | Description | Type | Package | Framework |
BlockMatrix | Represents a distributed matrix in blocks of local matrices. | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark |
CoordinateMatrix | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark | |
DenseMatrix | Column-major dense matrix. | Class | org.apache.spark.mllib.linalg | Apache Spark |
DenseVector | A dense vector represented by a value array. | Class | org.apache.spark.mllib.linalg | Apache Spark |
DistributedMatrix | Represents a distributively stored matrix backed by one or more RDDs. | Interface | org.apache.spark.mllib.linalg.distributed | Apache Spark |
IndexedRow | Represents a row of IndexedRowMatrix. | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark |
IndexedRowMatrix | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark | |
Matrices | Factory methods for Matrix. | Class | org.apache.spark.mllib.linalg | Apache Spark |
Matrix | Trait for a local matrix. | Interface | org.apache.spark.mllib.linalg | Apache Spark |
MatrixEntry | Represents an entry in an distributed matrix. | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark |
QRDecomposition | Class | org.apache.spark.mllib.linalg | Apache Spark | |
RowMatrix | Represents a row-oriented distributed Matrix with no meaningful row indices. | Class | org.apache.spark.mllib.linalg.distributed | Apache Spark |
SingularValueDecomposition | Represents singular value decomposition (SVD) factors. | Class | org.apache.spark.mllib.linalg | Apache Spark |
SparseMatrix | Column-major sparse matrix. | Class | org.apache.spark.mllib.linalg | Apache Spark |
SparseVector | A sparse vector represented by an index array and an value array. | Class | org.apache.spark.mllib.linalg | Apache Spark |
Vector | Represents a numeric vector, whose index type is Int and value type is Double. | Interface | org.apache.spark.mllib.linalg | Apache Spark |
Vectors | Class | org.apache.spark.mllib.linalg | Apache Spark | |
VectorUDT | :: AlphaComponent :: User-defined type for Vector which allows easy interaction with SQL | Class | org.apache.spark.mllib.linalg | Apache Spark |