forked from kscience/kmath
Dump API. Update readme
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README.md
117
README.md
@ -56,181 +56,151 @@ module definitions below. The module stability could have the following levels:
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## Modules
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### [attributes-kt](attributes-kt)
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### [attributes-kt](attributes-kt)
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> An API and basic implementation for arranging objects in a continuous memory block.
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>
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> **Maturity**: DEVELOPMENT
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### [benchmarks](benchmarks)
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>
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> **Maturity**: EXPERIMENTAL
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### [examples](examples)
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-ast](kmath-ast)
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>
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> **Maturity**: EXPERIMENTAL
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>
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> **Features:**
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> - [expression-language](kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/parser.kt) : Expression language and
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its parser
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> - [mst-jvm-codegen](kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/asm.kt) : Dynamic MST to JVM bytecode
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compiler
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> - [expression-language](kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/parser.kt) : Expression language and its parser
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> - [mst-jvm-codegen](kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/asm.kt) : Dynamic MST to JVM bytecode compiler
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> - [mst-js-codegen](kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/estree.kt) : Dynamic MST to JS compiler
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> - [rendering](kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathRenderer.kt) : Extendable MST
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rendering
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> - [rendering](kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathRenderer.kt) : Extendable MST rendering
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### [kmath-commons](kmath-commons)
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> Commons math binding for kmath
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-complex](kmath-complex)
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> Complex numbers and quaternions.
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>
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> **Maturity**: PROTOTYPE
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>
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> **Features:**
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> - [complex](kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt) : Complex numbers operations
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> - [quaternion](kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt) : Quaternions and their
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composition
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> - [quaternion](kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt) : Quaternions and their composition
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### [kmath-core](kmath-core)
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> Core classes, algebra definitions, basic linear algebra
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>
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> **Maturity**: DEVELOPMENT
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>
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> **Features:**
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> - [algebras](kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Algebraic structures like
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rings, spaces and fields.
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> - [nd](kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/StructureND.kt) : Many-dimensional structures
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and operations on them.
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> - [linear](kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Basic linear algebra
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operations (sums, products, etc.), backed by the `Space` API. Advanced linear algebra operations like matrix
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inversion and LU decomposition.
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> - [algebras](kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Algebraic structures like rings, spaces and fields.
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> - [nd](kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/StructureND.kt) : Many-dimensional structures and operations on them.
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> - [linear](kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Basic linear algebra operations (sums, products, etc.), backed by the `Space` API. Advanced linear algebra operations like matrix inversion and LU decomposition.
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> - [buffers](kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/Buffers.kt) : One-dimensional structure
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> - [expressions](kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions) : By writing a single mathematical
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expression once, users will be able to apply different types of
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objects to the expression by providing a context. Expressions can be used for a wide variety of purposes from high
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performance calculations to code generation.
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> - [expressions](kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions) : By writing a single mathematical expression once, users will be able to apply different types of
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objects to the expression by providing a context. Expressions can be used for a wide variety of purposes from high
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performance calculations to code generation.
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> - [domains](kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains) : Domains
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> - [autodiff](kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic
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differentiation
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> - [autodiff](kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation
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> - [Parallel linear algebra](kmath-core/#) : Parallel implementation for `LinearAlgebra`
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### [kmath-coroutines](kmath-coroutines)
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-dimensions](kmath-dimensions)
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> A proof of concept module for adding type-safe dimensions to structures
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>
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> **Maturity**: PROTOTYPE
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### [kmath-ejml](kmath-ejml)
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>
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> **Maturity**: PROTOTYPE
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>
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> **Features:**
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> - [ejml-vector](kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlVector.kt) : Point implementations.
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> - [ejml-matrix](kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrix.kt) : Matrix implementation.
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> - [ejml-linear-space](kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlLinearSpace.kt) : LinearSpace
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implementations.
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> - [ejml-linear-space](kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlLinearSpace.kt) : LinearSpace implementations.
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### [kmath-for-real](kmath-for-real)
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> Extension module that should be used to achieve numpy-like behavior.
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> All operations are specialized to work with `Double` numbers without declaring algebraic contexts.
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> One can still use generic algebras though.
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All operations are specialized to work with `Double` numbers without declaring algebraic contexts.
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One can still use generic algebras though.
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>
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> **Maturity**: EXPERIMENTAL
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>
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> **Features:**
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> - [DoubleVector](kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/DoubleVector.kt) : Numpy-like
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operations for Buffers/Points
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> - [DoubleMatrix](kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/DoubleMatrix.kt) : Numpy-like
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operations for 2d real structures
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> - [DoubleVector](kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/DoubleVector.kt) : Numpy-like operations for Buffers/Points
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> - [DoubleMatrix](kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/DoubleMatrix.kt) : Numpy-like operations for 2d real structures
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> - [grids](kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/structures/grids.kt) : Uniform grid generators
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### [kmath-functions](kmath-functions)
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### [kmath-functions](kmath-functions)
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> Functions, integration and interpolation
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> **Maturity**: EXPERIMENTAL
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>
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> **Features:**
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> - [piecewise](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Piecewise.kt) : Piecewise
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functions.
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> - [polynomials](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt) : Polynomial
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functions.
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> - [linear interpolation](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt) :
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Linear XY interpolator.
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> - [spline interpolation](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt) :
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Cubic spline XY interpolator.
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> - [piecewise](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Piecewise.kt) : Piecewise functions.
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> - [polynomials](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt) : Polynomial functions.
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> - [linear interpolation](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt) : Linear XY interpolator.
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> - [spline interpolation](kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt) : Cubic spline XY interpolator.
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> - [integration](kmath-functions/#) : Univariate and multivariate quadratures
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### [kmath-geometry](kmath-geometry)
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### [kmath-geometry](kmath-geometry)
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>
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> **Maturity**: PROTOTYPE
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### [kmath-histograms](kmath-histograms)
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>
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> **Maturity**: PROTOTYPE
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### [kmath-jafama](kmath-jafama)
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> Jafama integration module
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>
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> **Maturity**: DEPRECATED
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>
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> **Features:**
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> - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations
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based on Jafama
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> - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama
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### [kmath-jupyter](kmath-jupyter)
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>
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> **Maturity**: PROTOTYPE
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### [kmath-kotlingrad](kmath-kotlingrad)
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> Kotlin∇ integration module
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>
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> **Maturity**: EXPERIMENTAL
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>
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> **Features:**
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> - [differentiable-mst-expression](kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/KotlingradExpression.kt) :
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MST based DifferentiableExpression.
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> - [scalars-adapters](kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/scalarsAdapters.kt) :
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Conversions between Kotlin∇'s SFun and MST
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> - [differentiable-mst-expression](kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/KotlingradExpression.kt) : MST based DifferentiableExpression.
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> - [scalars-adapters](kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/scalarsAdapters.kt) : Conversions between Kotlin∇'s SFun and MST
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### [kmath-memory](kmath-memory)
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> An API and basic implementation for arranging objects in a continuous memory block.
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>
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> **Maturity**: DEVELOPMENT
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### [kmath-multik](kmath-multik)
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> JetBrains Multik connector
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>
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> **Maturity**: PROTOTYPE
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### [kmath-nd4j](kmath-nd4j)
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> ND4J NDStructure implementation and according NDAlgebra classes
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>
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> **Maturity**: DEPRECATED
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@ -240,52 +210,45 @@ module definitions below. The module stability could have the following levels:
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> - [nd4jarrayrings](kmath-nd4j/#) : Rings over Nd4jArrayStructure of Int and Long
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> - [nd4jarrayfields](kmath-nd4j/#) : Fields over Nd4jArrayStructure of Float and Double
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### [kmath-optimization](kmath-optimization)
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### [kmath-optimization](kmath-optimization)
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-stat](kmath-stat)
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-symja](kmath-symja)
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> Symja integration module
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>
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> **Maturity**: PROTOTYPE
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### [kmath-tensorflow](kmath-tensorflow)
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> Google tensorflow connector
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>
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> **Maturity**: PROTOTYPE
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### [kmath-tensors](kmath-tensors)
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>
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> **Maturity**: PROTOTYPE
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>
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> **Features:**
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> - [tensor algebra](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorAlgebra.kt) : Basic
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linear algebra operations on tensors (plus, dot, etc.)
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> - [tensor algebra with broadcasting](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/core/BroadcastDoubleTensorAlgebra.kt) :
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Basic linear algebra operations implemented with broadcasting.
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> - [linear algebra operations](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) :
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Advanced linear algebra operations like LU decomposition, SVD, etc.
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> - [tensor algebra](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorAlgebra.kt) : Basic linear algebra operations on tensors (plus, dot, etc.)
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> - [tensor algebra with broadcasting](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/core/BroadcastDoubleTensorAlgebra.kt) : Basic linear algebra operations implemented with broadcasting.
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> - [linear algebra operations](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) : Advanced linear algebra operations like LU decomposition, SVD, etc.
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### [kmath-viktor](kmath-viktor)
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> Binding for https://github.com/JetBrains-Research/viktor
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>
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> **Maturity**: DEVELOPMENT
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> **Maturity**: DEPRECATED
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### [test-utils](test-utils)
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>
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> **Maturity**: EXPERIMENTAL
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## Multi-platform support
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KMath is developed as a multi-platform library, which means that most of the interfaces are declared in the
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@ -2,3 +2,20 @@
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## Usage
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## Artifact:
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The Maven coordinates of this project are `space.kscience:attributes-kt:0.1.0`.
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**Gradle Kotlin DSL:**
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```kotlin
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repositories {
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maven("https://repo.kotlin.link")
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mavenCentral()
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}
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dependencies {
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implementation("space.kscience:attributes-kt:0.1.0")
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}
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```
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@ -28,14 +28,14 @@ public final class space/kscience/attributes/Attributes$Companion {
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}
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public final class space/kscience/attributes/AttributesBuilder : space/kscience/attributes/Attributes {
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public fun <init> ()V
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public final fun add (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
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public final fun build ()Lspace/kscience/attributes/Attributes;
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public fun equals (Ljava/lang/Object;)Z
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public final fun from (Lspace/kscience/attributes/Attributes;)V
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public fun getContent ()Ljava/util/Map;
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public fun hashCode ()I
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public final fun invoke (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
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public final fun put (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
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public final fun putAll (Lspace/kscience/attributes/Attributes;)V
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public final fun remove (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
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public final fun set (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
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public fun toString ()Ljava/lang/String;
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@ -50,7 +50,7 @@ public final class space/kscience/attributes/AttributesKt {
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public static final fun Attributes (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
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public static final fun getOrDefault (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/AttributeWithDefault;)Ljava/lang/Object;
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public static final fun isEmpty (Lspace/kscience/attributes/Attributes;)Z
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public static final fun modify (Lspace/kscience/attributes/Attributes;Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
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public static final fun modified (Lspace/kscience/attributes/Attributes;Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
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public static final fun plus (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attributes;)Lspace/kscience/attributes/Attributes;
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public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
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public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
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@ -2,17 +2,17 @@
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Extensions to MST API: transformations, dynamic compilation and visualization.
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- [expression-language](src/commonMain/kotlin/space/kscience/kmath/ast/parser.kt) : Expression language and its parser
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- [mst-jvm-codegen](src/jvmMain/kotlin/space/kscience/kmath/asm/asm.kt) : Dynamic MST to JVM bytecode compiler
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- [mst-js-codegen](src/jsMain/kotlin/space/kscience/kmath/estree/estree.kt) : Dynamic MST to JS compiler
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- [rendering](src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathRenderer.kt) : Extendable MST rendering
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- [expression-language](src/commonMain/kotlin/space/kscience/kmath/ast/parser.kt) : Expression language and its parser
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- [mst-jvm-codegen](src/jvmMain/kotlin/space/kscience/kmath/asm/asm.kt) : Dynamic MST to JVM bytecode compiler
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- [mst-js-codegen](src/jsMain/kotlin/space/kscience/kmath/estree/estree.kt) : Dynamic MST to JS compiler
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- [rendering](src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathRenderer.kt) : Extendable MST rendering
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## Artifact:
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The Maven coordinates of this project are `space.kscience:kmath-ast:0.4.0-dev-3`.
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The Maven coordinates of this project are `space.kscience:kmath-ast:0.4.0`.
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**Gradle Kotlin DSL:**
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```kotlin
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repositories {
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maven("https://repo.kotlin.link")
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@ -20,7 +20,7 @@ repositories {
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}
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dependencies {
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implementation("space.kscience:kmath-ast:0.4.0-dev-3")
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implementation("space.kscience:kmath-ast:0.4.0")
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}
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```
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@ -6,10 +6,9 @@ Commons math binding for kmath
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## Artifact:
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The Maven coordinates of this project are `space.kscience:kmath-commons:0.4.0-dev-3`.
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The Maven coordinates of this project are `space.kscience:kmath-commons:0.4.0`.
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**Gradle Kotlin DSL:**
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```kotlin
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repositories {
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maven("https://repo.kotlin.link")
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@ -17,6 +16,6 @@ repositories {
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}
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||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-commons:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-commons:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,15 +2,15 @@
|
||||
|
||||
Complex and hypercomplex number systems in KMath.
|
||||
|
||||
- [complex](src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt) : Complex numbers operations
|
||||
- [quaternion](src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt) : Quaternions and their composition
|
||||
- [complex](src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt) : Complex numbers operations
|
||||
- [quaternion](src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt) : Quaternions and their composition
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-complex:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-complex:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -18,6 +18,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-complex:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-complex:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,28 +2,23 @@
|
||||
|
||||
The core interfaces of KMath.
|
||||
|
||||
- [algebras](src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Algebraic structures like rings, spaces
|
||||
and fields.
|
||||
- [nd](src/commonMain/kotlin/space/kscience/kmath/structures/StructureND.kt) : Many-dimensional structures and
|
||||
operations on them.
|
||||
- [linear](src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Basic linear algebra operations (sums,
|
||||
products, etc.), backed by the `Space` API. Advanced linear algebra operations like matrix inversion and LU
|
||||
decomposition.
|
||||
- [buffers](src/commonMain/kotlin/space/kscience/kmath/structures/Buffers.kt) : One-dimensional structure
|
||||
- [expressions](src/commonMain/kotlin/space/kscience/kmath/expressions) : By writing a single mathematical expression
|
||||
once, users will be able to apply different types of
|
||||
objects to the expression by providing a context. Expressions can be used for a wide variety of purposes from high
|
||||
performance calculations to code generation.
|
||||
- [domains](src/commonMain/kotlin/space/kscience/kmath/domains) : Domains
|
||||
- [autodiff](src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation
|
||||
- [linear.parallel](#) : Parallel implementation for `LinearAlgebra`
|
||||
- [algebras](src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Algebraic structures like rings, spaces and fields.
|
||||
- [nd](src/commonMain/kotlin/space/kscience/kmath/structures/StructureND.kt) : Many-dimensional structures and operations on them.
|
||||
- [linear](src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt) : Basic linear algebra operations (sums, products, etc.), backed by the `Space` API. Advanced linear algebra operations like matrix inversion and LU decomposition.
|
||||
- [buffers](src/commonMain/kotlin/space/kscience/kmath/structures/Buffers.kt) : One-dimensional structure
|
||||
- [expressions](src/commonMain/kotlin/space/kscience/kmath/expressions) : By writing a single mathematical expression once, users will be able to apply different types of
|
||||
objects to the expression by providing a context. Expressions can be used for a wide variety of purposes from high
|
||||
performance calculations to code generation.
|
||||
- [domains](src/commonMain/kotlin/space/kscience/kmath/domains) : Domains
|
||||
- [autodiff](src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation
|
||||
- [Parallel linear algebra](#) : Parallel implementation for `LinearAlgebra`
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-core:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-core:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -31,6 +26,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-core:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-core:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-coroutines
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-coroutines:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-coroutines:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,10 +6,9 @@ A proof of concept module for adding type-safe dimensions to structures
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-dimensions:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-dimensions:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,16 +2,16 @@
|
||||
|
||||
EJML based linear algebra implementation.
|
||||
|
||||
- [ejml-vector](src/main/kotlin/space/kscience/kmath/ejml/EjmlVector.kt) : Point implementations.
|
||||
- [ejml-matrix](src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrix.kt) : Matrix implementation.
|
||||
- [ejml-linear-space](src/main/kotlin/space/kscience/kmath/ejml/EjmlLinearSpace.kt) : LinearSpace implementations.
|
||||
- [ejml-vector](src/main/kotlin/space/kscience/kmath/ejml/EjmlVector.kt) : Point implementations.
|
||||
- [ejml-matrix](src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrix.kt) : Matrix implementation.
|
||||
- [ejml-linear-space](src/main/kotlin/space/kscience/kmath/ejml/EjmlLinearSpace.kt) : LinearSpace implementations.
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-ejml:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-ejml:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -19,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-ejml:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-ejml:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,18 +2,16 @@
|
||||
|
||||
Specialization of KMath APIs for Double numbers.
|
||||
|
||||
- [DoubleVector](src/commonMain/kotlin/space/kscience/kmath/real/DoubleVector.kt) : Numpy-like operations for
|
||||
Buffers/Points
|
||||
- [DoubleMatrix](src/commonMain/kotlin/space/kscience/kmath/real/DoubleMatrix.kt) : Numpy-like operations for 2d real
|
||||
structures
|
||||
- [grids](src/commonMain/kotlin/space/kscience/kmath/structures/grids.kt) : Uniform grid generators
|
||||
- [DoubleVector](src/commonMain/kotlin/space/kscience/kmath/real/DoubleVector.kt) : Numpy-like operations for Buffers/Points
|
||||
- [DoubleMatrix](src/commonMain/kotlin/space/kscience/kmath/real/DoubleMatrix.kt) : Numpy-like operations for 2d real structures
|
||||
- [grids](src/commonMain/kotlin/space/kscience/kmath/structures/grids.kt) : Uniform grid generators
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-for-real:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-for-real:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -21,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-for-real:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-for-real:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,20 +2,18 @@
|
||||
|
||||
Functions and interpolations.
|
||||
|
||||
- [piecewise](src/commonMain/kotlin/space/kscience/kmath/functions/Piecewise.kt) : Piecewise functions.
|
||||
- [polynomials](src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt) : Polynomial functions.
|
||||
- [linear interpolation](src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt) : Linear XY
|
||||
interpolator.
|
||||
- [spline interpolation](src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt) : Cubic spline
|
||||
XY interpolator.
|
||||
- [integration](#) : Univariate and multivariate quadratures
|
||||
- [piecewise](src/commonMain/kotlin/space/kscience/kmath/functions/Piecewise.kt) : Piecewise functions.
|
||||
- [polynomials](src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt) : Polynomial functions.
|
||||
- [linear interpolation](src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt) : Linear XY interpolator.
|
||||
- [spline interpolation](src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt) : Cubic spline XY interpolator.
|
||||
- [integration](#) : Univariate and multivariate quadratures
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-functions:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-functions:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -23,6 +21,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-functions:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-functions:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-geometry
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-geometry:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-geometry:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-geometry:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-geometry:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-histograms
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-histograms:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-histograms:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-histograms:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-histograms:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,14 +2,14 @@
|
||||
|
||||
Integration with [Jafama](https://github.com/jeffhain/jafama).
|
||||
|
||||
- [jafama-double](src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama
|
||||
- [jafama-double](src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-jafama:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-jafama:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,7 +17,7 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-jafama:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-jafama:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-jupyter
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-jupyter:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-jupyter:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,17 +2,15 @@
|
||||
|
||||
[Kotlin∇](https://github.com/breandan/kotlingrad) integration module.
|
||||
|
||||
- [differentiable-mst-expression](src/main/kotlin/space/kscience/kmath/kotlingrad/KotlingradExpression.kt) : MST based
|
||||
DifferentiableExpression.
|
||||
- [scalars-adapters](src/main/kotlin/space/kscience/kmath/kotlingrad/scalarsAdapters.kt) : Conversions between Kotlin∇'s
|
||||
SFun and MST
|
||||
- [differentiable-mst-expression](src/main/kotlin/space/kscience/kmath/kotlingrad/KotlingradExpression.kt) : MST based DifferentiableExpression.
|
||||
- [scalars-adapters](src/main/kotlin/space/kscience/kmath/kotlingrad/scalarsAdapters.kt) : Conversions between Kotlin∇'s SFun and MST
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -20,6 +18,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-kotlingrad:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-kotlingrad:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-memory
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-memory:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-memory:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-memory:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-memory:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,10 +6,9 @@ JetBrains Multik connector
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-multik:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-multik:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-multik:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-multik:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,16 +2,16 @@
|
||||
|
||||
ND4J based implementations of KMath abstractions.
|
||||
|
||||
- [nd4jarraystructure](#) : NDStructure wrapper for INDArray
|
||||
- [nd4jarrayrings](#) : Rings over Nd4jArrayStructure of Int and Long
|
||||
- [nd4jarrayfields](#) : Fields over Nd4jArrayStructure of Float and Double
|
||||
- [nd4jarraystructure](#) : NDStructure wrapper for INDArray
|
||||
- [nd4jarrayrings](#) : Rings over Nd4jArrayStructure of Int and Long
|
||||
- [nd4jarrayfields](#) : Fields over Nd4jArrayStructure of Float and Double
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -19,7 +19,7 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-nd4j:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-nd4j:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-optimization
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-optimization:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-optimization:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-optimization:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-optimization:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -1,13 +1,14 @@
|
||||
# Module kmath-stat
|
||||
|
||||
|
||||
|
||||
## Usage
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-stat:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-stat:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -15,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-stat:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-stat:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,10 +6,9 @@ Symja integration module
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-symja:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-symja:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-symja:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-symja:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,10 +6,9 @@ Google tensorflow connector
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-tensorflow:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-tensorflow:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -2,19 +2,16 @@
|
||||
|
||||
Common linear algebra operations on tensors.
|
||||
|
||||
- [tensor algebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorAlgebra.kt) : Basic linear algebra
|
||||
operations on tensors (plus, dot, etc.)
|
||||
- [tensor algebra with broadcasting](src/commonMain/kotlin/space/kscience/kmath/tensors/core/BroadcastDoubleTensorAlgebra.kt) :
|
||||
Basic linear algebra operations implemented with broadcasting.
|
||||
- [linear algebra operations](src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) :
|
||||
Advanced linear algebra operations like LU decomposition, SVD, etc.
|
||||
- [tensor algebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorAlgebra.kt) : Basic linear algebra operations on tensors (plus, dot, etc.)
|
||||
- [tensor algebra with broadcasting](src/commonMain/kotlin/space/kscience/kmath/tensors/core/BroadcastDoubleTensorAlgebra.kt) : Basic linear algebra operations implemented with broadcasting.
|
||||
- [linear algebra operations](src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) : Advanced linear algebra operations like LU decomposition, SVD, etc.
|
||||
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-tensors:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-tensors:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -22,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-tensors:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-tensors:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,10 +6,9 @@ Binding for https://github.com/JetBrains-Research/viktor
|
||||
|
||||
## Artifact:
|
||||
|
||||
The Maven coordinates of this project are `space.kscience:kmath-viktor:0.4.0-dev-3`.
|
||||
The Maven coordinates of this project are `space.kscience:kmath-viktor:0.4.0`.
|
||||
|
||||
**Gradle Kotlin DSL:**
|
||||
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
@ -17,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-viktor:0.4.0-dev-3")
|
||||
implementation("space.kscience:kmath-viktor:0.4.0")
|
||||
}
|
||||
```
|
||||
|
||||
Loading…
Reference in New Issue
Block a user