MathNet.Numerics 4.0.0

Explicit builds for .Net Framework 4.0 and higher and for .Net Standard 1.3 and 2.0 F#: explicit builds for .Net Framework 4.5 and higher and for .Net Standard 1.6 and 2.0 BREAKING: drop obsolete functionality (which has been marked as obsolete for a while) BREAKING: drop support for .Net 3.5 and PCL profiles BREAKING: F#: drop support for .Net 4.0 and PCL profiles BREAKING: F#: depends on FSharp.Core 4.3.3 BREAKING: Native provider implementation types internal (but can be constructed explicitly) BREAKING: Native provider control API moved from Control to per-provider Control classes BREAKING: Linear Algebra: Vector.Map consistent with Matrix.Map, automatic fallback to inplace BREAKING: Linear Algebra: Storage providers must always force all parameters (no defaults) BREAKING: Statistics: Ranks and RankInplace of single precision now return single precision arrays BUG: Ode Solver: fix typo in the Runge-Kutta solvers on time-step handling ~Ksero BUG: fix Matrix.GetHashCode for wide matrices ~mjmckp BUG: Distributions: BetaScaled no longer ignores optional random source parameter BUG: Trigonometry: Complex trigonometric functions behave better on large imput ~diluculo BUG: Trigonometry: Fix imaginary part sign of complex hyperbolic cotangent Control.Describe: human readable summary of the effective Math.NET Numerics configuration Providers: Native Provider support in .Net Standard 2.0 (but not in 1.x). Linear Algebra: F# vector/matrix functions to accept all #seq instead of lists only Linear Algebra: Vector MapInplace implemented at storage level Curve Fitting: Fit.LineThroughOrigin shortcut Optimization: Limited-Memory BFGS ~Florian Wechsung Root Finding: Broyden: step size for calculating appox Jacobian, more robust step size formula ~Aappo Pulkkinen Statistics: Kernel Density Estimation ~Christoph Albert Statistics: GoodnessOfFit CoefficientOfDetermination ~Jon Smit Fixed a whole range of inline documentation typos, misc code quality fixes ~Jonas Nyrup Examples: moved to examples folder, new framework target integration project file examples Benchmarks: builds for both net46 and netcoreapp2.0 Assemblies are now code-signed with an X.509 certificate, using SHA2-256 hashes