Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/alex-titarenko/mathcore
Advanced .NET math library (.NET Standard).
https://github.com/alex-titarenko/mathcore
c-sharp complex-numbers expression-tree expression-tree-builder genetic-algorithm linear-algebra math matrices net-standard nuget optimization statistics unit-conversion
Last synced: 2 months ago
JSON representation
Advanced .NET math library (.NET Standard).
- Host: GitHub
- URL: https://github.com/alex-titarenko/mathcore
- Owner: alex-titarenko
- License: mit
- Created: 2015-02-21T19:51:43.000Z (almost 10 years ago)
- Default Branch: main
- Last Pushed: 2021-02-10T06:01:45.000Z (almost 4 years ago)
- Last Synced: 2024-11-01T00:08:59.266Z (3 months ago)
- Topics: c-sharp, complex-numbers, expression-tree, expression-tree-builder, genetic-algorithm, linear-algebra, math, matrices, net-standard, nuget, optimization, statistics, unit-conversion
- Language: C#
- Homepage:
- Size: 1.14 MB
- Stars: 25
- Watchers: 2
- Forks: 5
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
# MathCore
Advanced .NET math library (.NET Standard).
## Structure
* **MathCore** - base library, contains the following features: complex numbers, fractions, complex polynomials, unit conversion, coordinate system conversion, numeric utils and some extensions for Math class.
* **MathCore.LinearAlgebra** - linear algebra extension for math core, contains the following features: complex matrices, eigen problem solver, bunch operations with matrices (concat, add, sub, mult, rise to power, multiply, sqrt, inverse, trace, determinant and etc.).
* **MathCore.NumericalAnalysis** - numeric analysis extension for math core, contains the following features: equation solver, interpolation, numeric integration, optimization.
* **MathCore.SpecialFunctions** - special functions extension for math core, contains the following features: calculating of error functions and etc.
* **MathCore.Statistics** - statistics extension for math core, contains the following features: distribution (normal, uniform, exponential), calculation of mean, mode, correlation, standard deviation and etc.
* **MathCore.Optimization** - optimization extension for math core, contains implementation of simple genetic algorithm and cellular genetic algorithm.
* **MathCore.ExpressionsBase** - base library, which allow from usual string make expression tree to be able evaluate math expression of any level of complexity.
* **MathCore.ComplexExpressions** - extension for expression base library, which adds support complex numbers in expressions.
* **MathCore.ComplexExpressions.Extensions** - sets of functions and constants for complex expressions library.
## Examples of usage
How to initialize expression tree builder:
```C#
var targetAssembly = Assembly.LoadFrom("TAlex.MathCore.ComplexExpressions.Extensions.dll");
var constantFactory = new ConstantFlyweightFactory();
constantFactory.LoadFromAssemblies(new List { targetAssembly });
var functionFactory = new FunctionFactory();
functionFactory.LoadFromAssemblies(new List { targetAssembly });
var expressionTreeBuilder = new ComplexExpressionTreeBuilder
{
ConstantFactory = constantFactory,
FunctionFactory = functionFactory
};
```
How to use expression tree builder:
```C#
var tree = expressionTreeBuilder.BuildTree("abs(2+4.1i)*9i");
object actual = tree.Evaluate(); // 41.0562...
tree = expressionTreeBuilder.BuildTree("integ(sin(x)**x, 0, 100, x)");
actual = tree.Evaluate(); // 7.4990012... + 0.13462383i...
tree = expressionTreeBuilder.BuildTree("lsolve({2, 3; 5i, 14}, {2; -1})+10");
actual = tree.Evaluate(); // {10.860258 + 0.46085233i; 10.093162 - 0.30723489i}
```
Unit conversion example:
```C#
var value = UnitConverter.Convert(23, Length.Inch, Length.Centimeter); // 58.42
```
Matrix multiplication:
```C#
var a = new CMatrix(new Complex[,] { {2, 3}, {5, 8} });
var b = new CMatrix(new Complex[,] { {1, 1}, {18, -1} });
var result = a * b; // {56, -1; 149, -3}
```
## Get it on NuGet!
```
Install-Package TAlex.MathCore
Install-Package TAlex.MathCore.LinearAlgebra
Install-Package TAlex.MathCore.NumericalAnalysis
Install-Package TAlex.MathCore.SpecialFunctions
Install-Package TAlex.MathCore.Statistics
Install-Package TAlex.MathCore.Optimization
Install-Package TAlex.MathCore.ExpressionsBase
Install-Package TAlex.MathCore.ComplexExpressions
Install-Package TAlex.MathCore.ComplexExpressions.Extensions
```
## License
MathCore is under the [MIT license](LICENSE.md).