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.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.combinators.sequential	Contains sequential combinators of trainers and models.
org.apache.ignite.ml.composition.predictionsaggregator	Contains classes for several predictions aggregation strategies working with predictions vector from models ensemble.
org.apache.ignite.ml.composition.stacking	Contains classes used for training with stacking technique.
org.apache.ignite.ml.dataset	Base package for machine learning dataset classes.
org.apache.ignite.ml.dataset.feature.extractor	Package for upstream object vectorizations.
org.apache.ignite.ml.dataset.feature.extractor.impl	Package contains default implementations of Vectorizer.
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.environment	Package contains environment utils for ML algorithms.
org.apache.ignite.ml.environment.logging	Package contains several logging strategy realisations.
org.apache.ignite.ml.environment.parallelism	Package contains realisations of parallelism strategies for multi-thread algorithms.
org.apache.ignite.ml.inference.reader	Root package for model inference readers.
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.preprocessing	Base package for machine learning preprocessing classes.
org.apache.ignite.ml.preprocessing.binarization	Contains binarization preprocessor.
org.apache.ignite.ml.preprocessing.developer	Contains Developer API preprocessors.
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.preprocessing.standardscaling	Contains Standard scaler preprocessor.
org.apache.ignite.ml.trainers	Contains model trainers.
org.apache.ignite.ml.tree.randomforest.data	Package contains helper data structures for random forest implementation.
org.apache.ignite.ml.util.generators	Contains utility classes for data streams generation.
org.apache.ignite.ml.util.generators.primitives.scalar	Contains generators of pseudo-random scalars in according to specific disctribution.
org.apache.ignite.ml.util.generators.primitives.vector	Contains generators of pseudo-random vectors in according to specific disctribution.
org.apache.ignite.ml.util.generators.standard	Contains classes for predefined data stream generators.

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.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
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
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

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.composition.stacking

Class and Description
IgniteBinaryOperator Serializable binary operator.
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.extractor

Class and Description
IgniteBiFunction Serializable binary function.

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

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.environment

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.
IgniteSupplier Serializable supplier.

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

Class and Description
IgniteSupplier Serializable supplier.

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.
IgniteFunction Serializable 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
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.preprocessing

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.binarization

Class and Description
IgniteBiFunction Serializable binary function.

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

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.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.preprocessing.standardscaling

Class and Description
IgniteBiFunction Serializable binary function.

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

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.randomforest.data

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.

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

Class and Description
IgniteFunction Serializable function.