MathNet.Numerics.FSharp 2.6.0

F# Modules for Math.NET Numerics, the numerical foundation of the Math.NET project, aiming to provide methods and algorithms for numerical computations in science, engineering and every day use. Numerics is the result of merging dnAnalytics with Math.NET Iridium and is intended to replace both. Also includes a portable build supporting .Net 4.5, SL5 and .NET for Windows Store apps.

There is a newer version of this package available.
See the version list below for details.
Install-Package MathNet.Numerics.FSharp -Version 2.6.0
dotnet add package MathNet.Numerics.FSharp --version 2.6.0
<PackageReference Include="MathNet.Numerics.FSharp" Version="2.6.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add MathNet.Numerics.FSharp --version 2.6.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Release Notes

### New: Linear Curve Fitting

- Linear least-squares fitting (regression) to lines, polynomials and linear combinations of arbitrary functions.
- Multi-dimensional fitting.
- Also works well in F# with the F# extensions.

### New: Root Finding

- Brent's method.
- Bisection method.
- Broyden's method, for multi-dimensional functions.
- Newton-Raphson method.
- Robust Newton-Raphson variant that tries to recover automatically in cases where it would fail or converge too slowly. This modification makes it more robust e.g. in the presence of singularities and less sensitive to the search range/interval.
- All algorithms support a TryFind-pattern which returns success instead of throwing an exception.
- Special case for quadratic functions, in the future to be extended e.g. to polynomials.
- Basic bracketing algorithm
- Also works well in F# with the F# extensions.

### Linear Algebra

- Native eigenvalue decomposition (EVD) support with our MKL packages
- Add missing scalar-vector operations (s-v, s/v, s%v)
- Support for new F# 3.1 row/column slicing syntax on matrices
- Matrices learned proper OfColumn/RowVectors, analog also in F#.
- Documentation Fixes
- BUG: Fixed exception text message when creating a matrix from enumerables (rows vs columns)
- We're phasing out MathNet.Numerics.IO that used to be included in the main package for matrix file I/O for text and Matlab formats. Use the new .Data.Text and .Data.Matlab packages instead.

### Statistics & Distributions

- Spearman Rank Correlation Coefficient
- Covariance function, in Array-, Streaming- and common Statistics.
- Categorical: distribution more consistent, no longer requires normalized pdf/cdf parameters
- Categorical: inverse CDF function
- BUG: Fixed static sampling methods of the `Stable` distribution.

### Misc

- BUG: Fixed a bug in the Gamma Regularized special function where in some cases with large values it returned 1 instead of 0 and vice versa.
- The F# extensions now have a strong name in (and only in) the signed package as well (previously had not been signed).
- Evaluate.Polynomial with new overload which is easier to use.
- Fixed a couple badly designed unit tests that failed on Mono.
- Repository now Vagrant-ready for easy testing against recent Mono on Debian.

GitHub repositories (2+)

Showing the top 2 GitHub repositories that depend on MathNet.Numerics.FSharp:

Repository Stars
mathnet/mathnet-numerics
Math.NET Numerics
NethermindEth/nethermind
Our flagship .NET Core Ethereum client for Linux, Windows, MacOs - full and actively developed

Version History

Version Downloads Last updated
4.11.0 6,963 5/24/2020
4.10.0 43 5/24/2020
4.9.1 1,825 4/12/2020
4.9.0 51,395 10/13/2019
4.8.1 24,963 6/11/2019
4.8.0 1,516 6/2/2019
4.8.0-beta02 155 5/30/2019
4.8.0-beta01 184 4/28/2019
4.7.0 39,943 11/11/2018
4.6.0 2,132 10/19/2018
4.5.1 19,668 5/22/2018
4.5.0 398 5/22/2018
4.4.1 689 5/6/2018
4.4.0 11,589 2/25/2018
4.3.0 428 2/24/2018
4.2.0 919 2/21/2018
4.1.0 708 2/19/2018
4.0.0 2,554 2/11/2018
4.0.0-beta07 363 2/10/2018
4.0.0-beta06 373 2/3/2018
4.0.0-beta05 376 1/22/2018
4.0.0-beta04 386 1/13/2018
4.0.0-beta03 368 1/9/2018
4.0.0-beta02 459 1/7/2018
4.0.0-beta01 344 1/7/2018
4.0.0-alpha04 340 1/5/2018
4.0.0-alpha03 338 12/26/2017
4.0.0-alpha02 353 11/30/2017
4.0.0-alpha01 320 11/26/2017
3.20.2 4,453 1/22/2018
3.20.1 605 1/13/2018
3.20.0 34,875 7/15/2017
3.20.0-beta01 383 5/31/2017
3.19.0 5,671 4/29/2017
3.18.0 5,337 4/9/2017
3.17.0 8,843 1/15/2017
3.16.0 979 1/3/2017
3.15.0 540 12/27/2016
3.14.0-beta03 407 11/20/2016
3.14.0-beta02 378 11/15/2016
3.14.0-beta01 416 10/30/2016
3.13.1 59,519 9/6/2016
3.13.0 790 8/18/2016
3.12.0 2,896 7/3/2016
3.11.1 2,910 4/24/2016
3.11.0 5,293 2/13/2016
3.10.0 3,796 12/30/2015
3.9.0 1,975 11/25/2015
3.8.0 23,394 9/26/2015
3.7.1 3,279 9/21/2015
3.7.0 8,191 5/9/2015
3.6.0 1,909 3/22/2015
3.5.0 2,495 1/10/2015
3.4.0 664 1/4/2015
3.3.0 1,725 11/26/2014
3.3.0-beta2 447 10/25/2014
3.3.0-beta1 500 9/28/2014
3.2.3 23,093 9/6/2014
3.2.2 532 9/5/2014
3.2.1 745 8/5/2014
3.2.0 502 8/5/2014
3.1.0 3,231 7/20/2014
3.0.2 914 6/26/2014
3.0.1 561 6/24/2014
3.0.0 1,216 6/21/2014
3.0.0-beta05 519 6/20/2014
3.0.0-beta04 492 6/15/2014
3.0.0-beta03 506 6/5/2014
3.0.0-beta02 496 5/29/2014
3.0.0-beta01 861 4/14/2014
3.0.0-alpha9 492 3/29/2014
3.0.0-alpha8 497 2/26/2014
3.0.0-alpha7 633 12/30/2013
3.0.0-alpha6 622 12/2/2013
3.0.0-alpha5 639 10/2/2013
3.0.0-alpha4 548 9/22/2013
3.0.0-alpha1 496 9/1/2013
2.6.0 9,164 7/26/2013
2.5.0 1,184 4/14/2013
2.4.0 867 2/3/2013
2.3.0 845 11/25/2012
2.2.1 875 8/29/2012
2.2.0 651 8/27/2012
2.1.2 3,013 10/9/2011
2.1.1 817 10/3/2011
2.1.0.19 845 10/3/2011
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