forked from kscience/kmath
157 lines
7.0 KiB
Markdown
157 lines
7.0 KiB
Markdown
# KMath
|
|
|
|
## [Unreleased]
|
|
### Added
|
|
- `ScaleOperations` interface
|
|
- `Field` extends `ScaleOperations`
|
|
- Basic integration API
|
|
- Basic MPP distributions and samplers
|
|
- `bindSymbolOrNull`
|
|
- Blocking chains and Statistics
|
|
- Multiplatform integration
|
|
- Integration for any Field element
|
|
- Extended operations for ND4J fields
|
|
- Jupyter Notebook integration module (kmath-jupyter)
|
|
- `@PerformancePitfall` annotation to mark possibly slow API
|
|
- Unified architecture for Integration and Optimization using features.
|
|
- `BigInt` operation performance improvement and fixes by @zhelenskiy (#328)
|
|
- Integration between `MST` and Symja `IExpr`
|
|
|
|
### Changed
|
|
- Exponential operations merged with hyperbolic functions
|
|
- Space is replaced by Group. Space is reserved for vector spaces.
|
|
- VectorSpace is now a vector space
|
|
- Buffer factories for primitives moved to MutableBuffer.Companion
|
|
- Rename `NDStructure` and `NDAlgebra` to `StructureND` and `AlgebraND` respectively
|
|
- `Real` -> `Double`
|
|
- DataSets are moved from functions to core
|
|
- Redesign advanced Chain API
|
|
- Redesign `MST`. Remove `MstExpression`.
|
|
- Move `MST` to core
|
|
- Separated benchmarks and examples
|
|
- Rewrite `kmath-ejml` without `ejml-simple` artifact, support sparse matrices
|
|
- Promote stability of kmath-ast and kmath-kotlingrad to EXPERIMENTAL.
|
|
- ColumnarData returns nullable column
|
|
- `MST` is made sealed interface
|
|
- Replace `MST.Symbolic` by `Symbol`, `Symbol` now implements MST
|
|
- Remove Any restriction on polynomials
|
|
- Add `out` variance to type parameters of `StructureND` and its implementations where possible
|
|
- Rename `DifferentiableMstExpression` to `KotlingradExpression`
|
|
- `FeatureSet` now accepts only `Feature`. It is possible to override keys and use interfaces.
|
|
- Use `Symbol` factory function instead of `StringSymbol`
|
|
- New discoverability pattern: `<Type>.algebra.<nd/etc>`
|
|
|
|
### Deprecated
|
|
- Specialized `DoubleBufferAlgebra`
|
|
|
|
### Removed
|
|
- Nearest in Domain. To be implemented in geometry package.
|
|
- Number multiplication and division in main Algebra chain
|
|
- `contentEquals` from Buffer. It moved to the companion.
|
|
- MSTExpression
|
|
- Expression algebra builders
|
|
- Complex and Quaternion no longer are elements.
|
|
- Second generic from DifferentiableExpression
|
|
|
|
### Fixed
|
|
- Ring inherits RingOperations, not GroupOperations
|
|
- Univariate histogram filling
|
|
|
|
### Security
|
|
|
|
## [0.2.0]
|
|
### 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
|
|
- StructureND identity and equals
|
|
|
|
### Fixed
|
|
- `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)
|
|
|
|
### Security
|
|
|
|
## [0.1.4]
|
|
|
|
### Added
|
|
- Functional Expressions API
|
|
- Mathematical Syntax Tree, its interpreter and API
|
|
- String to MST parser (https://github.com/mipt-npm/kmath/pull/120)
|
|
- MST to JVM bytecode translator (https://github.com/mipt-npm/kmath/pull/94)
|
|
- FloatBuffer (specialized MutableBuffer over FloatArray)
|
|
- FlaggedBuffer to associate primitive numbers buffer with flags (to mark values infinite or missing, etc.)
|
|
- Specialized builder functions for all primitive buffers like `IntBuffer(25) { it + 1 }` (https://github.com/mipt-npm/kmath/pull/125)
|
|
- Interface `NumericAlgebra` where `number` operation is available to convert numbers to algebraic elements
|
|
- Inverse trigonometric functions support in ExtendedField (`asin`, `acos`, `atan`) (https://github.com/mipt-npm/kmath/pull/114)
|
|
- New space extensions: `average` and `averageWith`
|
|
- Local coding conventions
|
|
- Geometric Domains API in `kmath-core`
|
|
- Blocking chains in `kmath-coroutines`
|
|
- Full hyperbolic functions support and default implementations within `ExtendedField`
|
|
- Norm support for `Complex`
|
|
|
|
### Changed
|
|
- `readAsMemory` now has `throws IOException` in JVM signature.
|
|
- Several functions taking functional types were made `inline`.
|
|
- Several functions taking functional types now have `callsInPlace` contracts.
|
|
- BigInteger and BigDecimal algebra: JBigDecimalField has companion object with default math context; minor optimizations
|
|
- `power(T, Int)` extension function has preconditions and supports `Field<T>`
|
|
- Memory objects have more preconditions (overflow checking)
|
|
- `tg` function is renamed to `tan` (https://github.com/mipt-npm/kmath/pull/114)
|
|
- Gradle version: 6.3 -> 6.6
|
|
- Moved probability distributions to commons-rng and to `kmath-prob`
|
|
|
|
### Fixed
|
|
- Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106)
|
|
- D3.dim value in `kmath-dimensions`
|
|
- Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101)
|
|
- Commons RNG compatibility (https://github.com/mipt-npm/kmath/issues/93)
|
|
- Multiplication of BigInt by scalar
|