DnAnalytics
dnAnalytics is an open-source numerical library for .NET written in C# and F#. It features functionality similar to BLAS and LAPACK.
| Final release | 2009.4
/ April 29, 2009 |
|---|---|
| Written in | C#, F#, .NET CLR |
| Operating system | Cross-platform |
| Type | Numerical library |
| License | BSD/Microsoft Public License |
| Website | dnanalytics |
Features
The software library provides facilities for:
- Linear algebra classes with support for sparse matrices and vectors (with a F# friendly interface).
- Dense and sparse solvers.
- Probability distributions.
- Random number generation (including Mersenne Twister MT19937).
- QR, LU, SVD, and Cholesky decomposition classes.
- Matrix IO classes that read and write matrices from/to Matlab, Matrix Market, and delimited files.
- Complex and “special” math routines.
- Descriptive Statistics, Histogram, and Pearson Correlation Coefficient.
- Overload mathematical operators to simplify complex expressions.
- Visual Studio visual debuggers for matrices and vectors
- Runs under Microsoft Windows and platforms that support Mono.
- Optional support for Intel Math Kernel Library (Microsoft Windows and Linux)
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