SmartStats is a .NET Standard package that provides statistical functions and transforms for machine learning and data analysis. The package includes a wide range of statistical methods and tools, such as linear regression, clustering, and data normalization, among others.
The SmartStats package can be installed using the NuGet Package Manager in Visual Studio or by using the .NET CLI. To install via the .NET CLI, run the following command:
dotnet add package SmartStats
## Usage
To use the SmartStats package in your project, add the following using statement at the top of your code file:
using SmartStats;
Then, you can call any of the available statistical functions or transforms, such as the following:
var data = new double[,] { { 1, 2 }, { 3, 4 }, { 5, 6 } };
var normalizedData = SmartStats.Normalize(data);
var kMeansClusters = SmartStats.KMeansCluster(normalizedData, 2);
var linearRegressionModel = SmartStats.LinearRegression(data);
## Documentation
Full documentation for the SmartStats package can be found here.
## Contributing
Contributions to the SmartStats package are always welcome! If you'd like to contribute, please read our contributing guidelines first.
## License
The SmartStats package is released under the MIT License. See the LICENSE file in this repository for more details.
This README file provides an overview of the package, instructions for installation and usage, links to documentation and contributing guidelines, and information about the package's license. You can modify it to fit your specific needs and provide more information about your package.