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

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

Package	Description
org.apache.ignite.ml	Root ML package.
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
org.apache.ignite.ml.composition	Contains classes for ensemble of models implementation.
org.apache.ignite.ml.composition.boosting	Contains Gradient Boosting regression and classification abstract classes allowing regressor type selecting in child classes.
org.apache.ignite.ml.composition.boosting.convergence	Package contains implementation of convergency checking algorithms for gradient boosting.
org.apache.ignite.ml.composition.boosting.convergence.mean	Contains implementation of convergence checking computer by mean of absolute value of errors in dataset.
org.apache.ignite.ml.composition.boosting.convergence.median	Contains implementation of convergence checking computer by median of medians of errors in dataset.
org.apache.ignite.ml.composition.boosting.convergence.simple	Contains implementation of Stub for convergence checking.
org.apache.ignite.ml.composition.predictionsaggregator	Contains classes for several predictions aggregation strategies working with predictions vector from models ensemble.
org.apache.ignite.ml.dataset	Base package for machine learning dataset classes.
org.apache.ignite.ml.dataset.feature	Package for helper classes over features such as ObjectHistogram or FeatureMeta.
org.apache.ignite.ml.dataset.impl.bootstrapping	Base package for bootstrapped implementation of machine learning dataset.
org.apache.ignite.ml.dataset.impl.cache	Base package for cache based implementation of machine learning dataset.
org.apache.ignite.ml.dataset.impl.cache.util	Contains util classes used in cache based implementation of dataset.
org.apache.ignite.ml.dataset.impl.local	Base package for local implementation of machine learning dataset.
org.apache.ignite.ml.dataset.primitive	Package that contains basic primitives build on top of Dataset.
org.apache.ignite.ml.dataset.primitive.builder.data	Contains partition data builders.
org.apache.ignite.ml.environment.parallelism	Package contains realisations of parallelism strategies for multi-thread algorithms.
org.apache.ignite.ml.knn	Contains main APIs for kNN algorithms.
org.apache.ignite.ml.knn.ann	Contains main APIs for ANN classification algorithms.
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.functions	Contains serializable functions for distributed code algebra.
org.apache.ignite.ml.math.primitives.matrix	Contains matrix related classes.
org.apache.ignite.ml.math.primitives.matrix.impl	Contains several matrix implementations.
org.apache.ignite.ml.math.primitives.matrix.storage	Contains several matrix storages.
org.apache.ignite.ml.math.primitives.vector	Contains vector related classes.
org.apache.ignite.ml.math.primitives.vector.impl	Contains several vector implementations.
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.architecture	Contains multilayer perceptron architecture classes.
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.pipeline	Contains Pipeline API.
org.apache.ignite.ml.preprocessing	Base package for machine learning preprocessing classes.
org.apache.ignite.ml.preprocessing.binarization	Contains binarization preprocessor.
org.apache.ignite.ml.preprocessing.encoding	Contains encoding preprocessors.
org.apache.ignite.ml.preprocessing.encoding.onehotencoder	Contains one hot encoding preprocessor.
org.apache.ignite.ml.preprocessing.encoding.stringencoder	Contains string encoding preprocessor.
org.apache.ignite.ml.preprocessing.imputing	Contains Imputer preprocessor.
org.apache.ignite.ml.preprocessing.maxabsscaling	Contains Max Abs Scaler preprocessor.
org.apache.ignite.ml.preprocessing.minmaxscaling	Contains Min Max Scaler preprocessor.
org.apache.ignite.ml.preprocessing.normalization	Contains Normalizer preprocessor.
org.apache.ignite.ml.regressions.linear	Contains various linear regressions.
org.apache.ignite.ml.regressions.logistic.binomial	Contains binomial logistic regression.
org.apache.ignite.ml.regressions.logistic.multiclass	Contains multi-class logistic regression.
org.apache.ignite.ml.selection.cv	Root package for cross-validation algorithms.
org.apache.ignite.ml.selection.scoring.cursor	Util classes used for score calculation.
org.apache.ignite.ml.selection.scoring.evaluator	Package for model evaluator classes.
org.apache.ignite.ml.structures.partition	Contains internal APIs for dataset partitioned labeled datasets.
org.apache.ignite.ml.svm	Contains main APIs for SVM(support vector machines) algorithms.
org.apache.ignite.ml.trainers	Contains model trainers.
org.apache.ignite.ml.tree	Root package for decision trees.
org.apache.ignite.ml.tree.boosting	Contains implementation of gradient boosting on trees.
org.apache.ignite.ml.tree.data	Contains data and data builder required for decision tree trainers built on top of partition based dataset.
org.apache.ignite.ml.tree.randomforest	Contains random forest implementation classes.
org.apache.ignite.ml.tree.randomforest.data	Package contains helper data structures for random forest implementation.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.
IgniteSupplier Serializable supplier.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.composition.boosting.convergence

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.composition.boosting.convergence.mean

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.composition.boosting.convergence.median

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.composition.boosting.convergence.simple

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteBiConsumer Serializable binary consumer.
IgniteBiFunction Serializable binary function.
IgniteBinaryOperator Serializable binary operator.
IgniteConsumer Serializable consumer.
IgniteFunction Serializable function.
IgniteTriConsumer Serializable tri-consumer.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.dataset.impl.bootstrapping

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.dataset.impl.cache

Class and Description
IgniteBiFunction Serializable binary function.
IgniteBinaryOperator Serializable binary operator.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.dataset.impl.cache.util

Class and Description
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.dataset.impl.local

Class and Description
IgniteBiFunction Serializable binary function.
IgniteBinaryOperator Serializable binary operator.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteBinaryOperator Serializable binary operator.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.dataset.primitive.builder.data

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteSupplier Serializable supplier.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiConsumer Serializable binary consumer.
IgniteBiFunction Serializable binary function.
IgniteCurriedBiFunction Serializable binary function.
IgniteCurriedTriFunction Serializable curried tri-function.
IgniteDoubleFunction Serializable double function.
IgniteFunction Serializable function.
IgniteSupplier Serializable supplier.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteDoubleFunction Serializable double function.
IgniteFunction Serializable function.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.
IntIntToDoubleFunction Getters functions for matrices.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.math.primitives.matrix.impl

Class and Description
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteDoubleFunction Serializable double function.
IgniteIntDoubleToDoubleBiFunction BiFunction (int, double) -> double.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.math.primitives.vector.impl

Class and Description
IgniteBiFunction Serializable binary function.
IgniteDoubleFunction Serializable double function.
IgniteIntDoubleToDoubleBiFunction BiFunction (int, double) -> double.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteTriFunction Serializable TriFunction (A, B, C) -> R.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteDifferentiableDoubleToDoubleFunction Interface for differentiable functions from double to double.
IgniteDifferentiableVectorToDoubleFunction Interface for differentiable functions from vector to double.
IgniteFunction Serializable function.

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

Class and Description
IgniteDifferentiableDoubleToDoubleFunction Interface for differentiable functions from double to double.

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

Class and Description
IgniteDifferentiableVectorToDoubleFunction Interface for differentiable functions from vector to double.
IgniteFunction Serializable function.

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

Class and Description
IgniteDifferentiableVectorToDoubleFunction Interface for differentiable functions from vector to double.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.preprocessing.encoding.onehotencoder

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.preprocessing.encoding.stringencoder

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.regressions.logistic.binomial

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.regressions.logistic.multiclass

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.selection.scoring.cursor

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.selection.scoring.evaluator

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.
IgniteFunction Serializable function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

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

Class and Description
IgniteBiFunction Serializable binary function.

Classes in org.apache.ignite.ml.math.functions used by org.apache.ignite.ml.tree.randomforest.data

Class and Description
IgniteFunction Serializable function.