Bump MathNet.Numerics from 4.15.0 to 5.0.0

[dependabot[bot]]

Bumps MathNet.Numerics from 4.15.0 to 5.0.0.

Changelog

Sourced from MathNet.Numerics's changelog.

5.0.0 - 2022-04-03

• COMPATIBILITY: net5.0, net48 better supported with explicit builds
• COMPATIBILITY: netstandard1.x, net40, net45 no longer supported
• BREAKING: drop all which was marked as obsolete
• BREAKING: all native provider adapters moved out to separate NuGet packages
• BREAKING: switch many usages of tuples to value tuples (experimental)
• Linear Algebra: Fix sparse inplace pointwise multiplication and division ~jkalias
• Distributions: Logistic ~Bobby Ingram
• Distributions: Perf: Cauchy avoid duplicate evaluation ~Febin
• Random: NextBigIngegerSequence ~Silver-Fang
• Random: xoshiro256StarStar fix out of range exception ~Charlie Turndorf
• Precision: Perf: pre-compute negative powers ~Febin
• Optimizations: Remove static properties in LevenbergMarquardtMinimizer ~Jong Hyun Kim
• Root Finding: Newton-Raphson better handling of zero-evaluations
• Fit.Curve and FindMinimum extended to accept two more parameters
• Fixed an index out of bounds issue when calculating BFGS minimizer with one variable ~Shiney
• Fixed Sparse COO NormalizeDuplicates ~Mohamed Moussa
• Marcum-Q and Log1p functions ~CHUTORO
• Series: stable series summation
• Cubic Spline: Extrema and Stationary Points ~Eduardo Rojas
• Statistics: Weighted Descriptive and Running Statistics ~Richard Allen
• Providers: binary names and loading changes to follow conventions and better x-plat
• Providers: drop managed reference linear algebra provider
• Providers: native providers no longer inherit managed providers, managed now sealed
• Providers: MKL provider compilation switched to Intel oneAPI MKL
• Providers: support for provider packages with runtime folders
• Better support for System.Text.Json: Polynomial, DescriptiveStatistics ~Joseph Petersen
• Lots of internal cleanup, leveraging newer language features
• Data: now released always together with Numerics (no longer separate versioning)
• Control.Describe now includes CPU architecture and family identifier if know

Commits

• 4435308 Release v5.0.0
• 62d1a67 Merge pull request #911 from mathnet/dependabot/nuget/NUnitLite-3.13.3
• 3eac730 Readme update
• bedc731 Release v5.0.0-beta02
• 253bfc0 Bump NUnitLite from 3.13.2 to 3.13.3
• 31a4cf4 Merge pull request #910 from mathnet/dependabot/nuget/NUnit-3.13.3
• f58711e Prefer looping over local arrays (II)
• a56e095 Build: make sure failing tests actually fail the build target
• a71e646 Simplification: pattern matching
• baab796 Simplification: value tuple swaps
• Additional commits viewable in compare view

You can trigger a rebase of this PR by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

• @dependabot rebase will rebase this PR
• @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
• @dependabot merge will merge this PR after your CI passes on it
• @dependabot squash and merge will squash and merge this PR after your CI passes on it
• @dependabot cancel merge will cancel a previously requested merge and block automerging
• @dependabot reopen will reopen this PR if it is closed
• @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
• @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

> **Note** > Automatic rebases have been disabled on this pull request as it has been open for over 30 days.