v0.2.0 #206

2021-02-21T16:18:35+03:00

altavir commented

2021-02-21 16:18:35 +03:00

(Migrated from github.com)

Added

fun annotation for SAM interfaces in library
Explicit public visibility for all public APIs
Better trigonometric and hyperbolic functions for AutoDiffField (https://github.com/mipt-npm/kmath/pull/140)
Automatic README generation for features (#139)
Native support for memory, core and dimensions
kmath-ejml to supply EJML SimpleMatrix wrapper (https://github.com/mipt-npm/kmath/pull/136)
A separate Symbol entity, which is used for global unbound symbol.
A Symbol indexing scope.
Basic optimization API for Commons-math.
Chi squared optimization for array-like data in CM
Fitting utility object in prob/stat
ND4J support module submitting NDStructure and NDAlgebra over INDArray
Coroutine-deterministic Monte-Carlo scope with a random number generator
Some minor utilities to kmath-for-real
Generic operation result parameter to MatrixContext
New MatrixFeature interfaces for matrix decompositions
Basic Quaternion vector support in kmath-complex.

Changed

Package changed from scientifik to space.kscience
Gradle version: 6.6 -> 6.8.2
Minor exceptions refactor (throwing IllegalArgumentException by argument checks instead of IllegalStateException)
Polynomial secondary constructor made function
Kotlin version: 1.3.72 -> 1.4.30
kmath-ast doesn't depend on heavy kotlin-reflect library
Full autodiff refactoring based on Symbol
kmath-prob renamed to kmath-stat
Grid generators moved to kmath-for-real
Use Point<Double> instead of specialized type in kmath-for-real
Optimized dot product for buffer matrices moved to kmath-for-real
EjmlMatrix context is an object
Matrix LUP inverse renamed to inverseWithLup
NumericAlgebra moved outside of regular algebra chain (Ring no longer implements it).
Features moved to NDStructure and became transparent.
Capitalization of LUP in many names changed to Lup.
Refactored NDStructure algebra to be more simple, preferring under-the-hood conversion to explicit NDStructure types
Refactor histograms. They are marked as prototype
Complex and related features moved to a separate module kmath-complex
Refactor AlgebraElement
symbol method in Algebra renamed to bindSymbol to avoid ambiguity
Add out projection to Buffer generic

Deprecated

Removed

kmath-koma module because it doesn't support Kotlin 1.4.
Support of legacy JS backend (we will support only IR)
toGrid method.
Public visibility of BufferAccessor2D
Real class

Fixed

symbol method in MstExtendedField (https://github.com/mipt-npm/kmath/pull/140)

### Added - `fun` annotation for SAM interfaces in library - Explicit `public` visibility for all public APIs - Better trigonometric and hyperbolic functions for `AutoDiffField` (https://github.com/mipt-npm/kmath/pull/140) - Automatic README generation for features (#139) - Native support for `memory`, `core` and `dimensions` - `kmath-ejml` to supply EJML SimpleMatrix wrapper (https://github.com/mipt-npm/kmath/pull/136) - A separate `Symbol` entity, which is used for global unbound symbol. - A `Symbol` indexing scope. - Basic optimization API for Commons-math. - Chi squared optimization for array-like data in CM - `Fitting` utility object in prob/stat - ND4J support module submitting `NDStructure` and `NDAlgebra` over `INDArray` - Coroutine-deterministic Monte-Carlo scope with a random number generator - Some minor utilities to `kmath-for-real` - Generic operation result parameter to `MatrixContext` - New `MatrixFeature` interfaces for matrix decompositions - Basic Quaternion vector support in `kmath-complex`. ### Changed - Package changed from `scientifik` to `space.kscience` - Gradle version: 6.6 -> 6.8.2 - Minor exceptions refactor (throwing `IllegalArgumentException` by argument checks instead of `IllegalStateException`) - `Polynomial` secondary constructor made function - Kotlin version: 1.3.72 -> 1.4.30 - `kmath-ast` doesn't depend on heavy `kotlin-reflect` library - Full autodiff refactoring based on `Symbol` - `kmath-prob` renamed to `kmath-stat` - Grid generators moved to `kmath-for-real` - Use `Point<Double>` instead of specialized type in `kmath-for-real` - Optimized dot product for buffer matrices moved to `kmath-for-real` - EjmlMatrix context is an object - Matrix LUP `inverse` renamed to `inverseWithLup` - `NumericAlgebra` moved outside of regular algebra chain (`Ring` no longer implements it). - Features moved to NDStructure and became transparent. - Capitalization of LUP in many names changed to Lup. - Refactored `NDStructure` algebra to be more simple, preferring under-the-hood conversion to explicit NDStructure types - Refactor histograms. They are marked as prototype - `Complex` and related features moved to a separate module `kmath-complex` - Refactor AlgebraElement - `symbol` method in `Algebra` renamed to `bindSymbol` to avoid ambiguity - Add `out` projection to `Buffer` generic ### Deprecated ### Removed - `kmath-koma` module because it doesn't support Kotlin 1.4. - Support of `legacy` JS backend (we will support only IR) - `toGrid` method. - Public visibility of `BufferAccessor2D` - `Real` class ### Fixed - `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)

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