mipt-npm/kmath: 0.2.0-dev-5

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 Changed Package changed from scientifik to kscience.kmath Gradle version: 6.6 -> 6.8 Minor exceptions refactor (throwing IllegalArgumentException by argument checks instead of IllegalStateException) Polynomial secondary constructor made function Kotlin version: 1.3.72 -> 1.4.21 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 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. 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 Fixed symbol method in MstExtendedField (https://github.com/mipt-npm/kmath/pull/140) Securit