Uses of Package
org.apache.ignite.ml.math

Packages that use org.apache.ignite.ml.math

Package	Description
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
org.apache.ignite.ml.knn.classification	Contains main APIs for kNN classification algorithms.
org.apache.ignite.ml.knn.regression	Contains helper classes for kNN regression algorithms.
org.apache.ignite.ml.math	Contains main APIs for distributed code algebra.
org.apache.ignite.ml.math.decompositions	Contains matrix decompositions for distributed code algebra.
org.apache.ignite.ml.math.distances	Contains main APIs for distances.
org.apache.ignite.ml.math.distributed	Contains classes for distribution support.
org.apache.ignite.ml.math.functions	Contains serializable functions for distributed code algebra.
org.apache.ignite.ml.math.impls.matrix	Contains several matrix implementations.
org.apache.ignite.ml.math.impls.storage.matrix	Contains specific implementations for matrix storage models.
org.apache.ignite.ml.math.impls.storage.vector	Contains specific implementations for vector storage models.
org.apache.ignite.ml.math.impls.vector	Contains specific implementations for vectors.
org.apache.ignite.ml.math.util	Some math utils.
org.apache.ignite.ml.nn	Contains neural networks and related classes.
org.apache.ignite.ml.nn.initializers	Contains multilayer perceptron parameters initializers.
org.apache.ignite.ml.optimization	Contains implementations of optimization algorithms and related classes.
org.apache.ignite.ml.optimization.updatecalculators	Contains update calculators.
org.apache.ignite.ml.regressions.linear	Contains various linear regressions.
org.apache.ignite.ml.structures	Contains some internal utility structures.
org.apache.ignite.ml.svm	Contains main APIs for SVM(support vector machines) algorithms.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.clustering.kmeans

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.knn.classification

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.knn.regression

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math

Class and Description
Constants Math constants.
Destroyable Support for destroying objects that are managed outside of JVM.
Isomorphism Function from K to V with defined inverse.
Matrix A matrix interface.
Matrix.Element Holder for matrix's element.
MatrixStorage Data storage support for Matrix.
MetaAttributes Interface provides support for meta attributes on vectors and matrices.
StorageOpsMetrics Storage and operation cost characteristics.
Tracer.ColorMapper Double to color mapper.
Vector A vector interface.
Vector.Element Holder for vector's element.
VectorStorage Data storage support for Vector.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.decompositions

Class and Description
Destroyable Support for destroying objects that are managed outside of JVM.
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.distances

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.distributed

Class and Description
KeyMapper Maps key objects to index in Vector or Matrix.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.functions

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.impls.matrix

Class and Description
Destroyable Support for destroying objects that are managed outside of JVM.
Matrix A matrix interface.
Matrix.Element Holder for matrix's element.
MatrixStorage Data storage support for Matrix.
MetaAttributes Interface provides support for meta attributes on vectors and matrices.
OrderedMatrix Interface for matrix with particular order for storing entities.
StorageConstants Support for different modes of accessing data storage.
StorageOpsMetrics Storage and operation cost characteristics.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.impls.storage.matrix

Class and Description
Destroyable Support for destroying objects that are managed outside of JVM.
MatrixStorage Data storage support for Matrix.
StorageConstants Support for different modes of accessing data storage.
StorageOpsMetrics Storage and operation cost characteristics.
Vector A vector interface.
VectorStorage Data storage support for Vector.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.impls.storage.vector

Class and Description
Destroyable Support for destroying objects that are managed outside of JVM.
Matrix A matrix interface.
StorageConstants Support for different modes of accessing data storage.
StorageOpsMetrics Storage and operation cost characteristics.
Vector A vector interface.
VectorStorage Data storage support for Vector.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.impls.vector

Class and Description
Destroyable Support for destroying objects that are managed outside of JVM.
Matrix A matrix interface.
MetaAttributes Interface provides support for meta attributes on vectors and matrices.
StorageConstants Support for different modes of accessing data storage.
StorageOpsMetrics Storage and operation cost characteristics.
Vector A vector interface.
Vector.Element Holder for vector's element.
VectorStorage Data storage support for Vector.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.math.util

Class and Description
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.nn

Class and Description
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.nn.initializers

Class and Description
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.optimization

Class and Description
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.optimization.updatecalculators

Class and Description
Matrix A matrix interface.
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.regressions.linear

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.structures

Class and Description
Vector A vector interface.

Classes in org.apache.ignite.ml.math used by org.apache.ignite.ml.svm

Class and Description
Vector A vector interface.