MathNet.Numerics.FSharp 2.6.0

Math.NET Numerics for F#

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There is a newer version of this package available.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
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.

Version History

Version Downloads Last updated
4.7.0 4,104 11/11/2018
4.6.0 1,107 10/19/2018
4.5.1 15,393 5/22/2018
4.5.0 157 5/22/2018
4.4.1 419 5/6/2018
4.4.0 5,861 2/25/2018
4.3.0 193 2/24/2018
4.2.0 277 2/21/2018
4.1.0 318 2/19/2018
4.0.0 808 2/11/2018
4.0.0-beta07 155 2/10/2018
4.0.0-beta06 177 2/3/2018
4.0.0-beta05 183 1/22/2018
4.0.0-beta04 165 1/13/2018
4.0.0-beta03 157 1/9/2018
4.0.0-beta02 246 1/7/2018
4.0.0-beta01 153 1/7/2018
4.0.0-alpha04 151 1/5/2018
4.0.0-alpha03 166 12/26/2017
4.0.0-alpha02 196 11/30/2017
4.0.0-alpha01 161 11/26/2017
3.20.2 2,205 1/22/2018
3.20.1 372 1/13/2018
3.20.0 19,066 7/15/2017
3.20.0-beta01 206 5/31/2017
3.19.0 5,316 4/29/2017
3.18.0 1,211 4/9/2017
3.17.0 6,719 1/15/2017
3.16.0 665 1/3/2017
3.15.0 322 12/27/2016
3.14.0-beta03 231 11/20/2016
3.14.0-beta02 202 11/15/2016
3.14.0-beta01 249 10/30/2016
3.13.1 41,013 9/6/2016
3.13.0 529 8/18/2016
3.12.0 2,525 7/3/2016
3.11.1 2,244 4/24/2016
3.11.0 4,441 2/13/2016
3.10.0 3,401 12/30/2015
3.9.0 1,680 11/25/2015
3.8.0 15,902 9/26/2015
3.7.1 2,981 9/21/2015
3.7.0 7,090 5/9/2015
3.6.0 1,471 3/22/2015
3.5.0 2,113 1/10/2015
3.4.0 407 1/4/2015
3.3.0 1,397 11/26/2014
3.3.0-beta2 270 10/25/2014
3.3.0-beta1 287 9/28/2014
3.2.3 17,640 9/6/2014
3.2.2 308 9/5/2014
3.2.1 458 8/5/2014
3.2.0 280 8/5/2014
3.1.0 2,998 7/20/2014
3.0.2 699 6/26/2014
3.0.1 327 6/24/2014
3.0.0 805 6/21/2014
3.0.0-beta05 324 6/20/2014
3.0.0-beta04 295 6/15/2014
3.0.0-beta03 280 6/5/2014
3.0.0-beta02 301 5/29/2014
3.0.0-beta01 630 4/14/2014
3.0.0-alpha9 298 3/29/2014
3.0.0-alpha8 296 2/26/2014
3.0.0-alpha7 363 12/30/2013
3.0.0-alpha6 424 12/2/2013
3.0.0-alpha5 401 10/2/2013
3.0.0-alpha4 348 9/22/2013
3.0.0-alpha1 290 9/1/2013
2.6.0 6,137 7/26/2013
2.5.0 944 4/14/2013
2.4.0 624 2/3/2013
2.3.0 606 11/25/2012
2.2.1 621 8/29/2012
2.2.0 405 8/27/2012
2.1.2 1,374 10/9/2011
2.1.1 553 10/3/2011
2.1.0.19 521 10/3/2011
Show less