SignalSharp 0.1.3
dotnet add package SignalSharp --version 0.1.3
NuGet\Install-Package SignalSharp -Version 0.1.3
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="SignalSharp" Version="0.1.3" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add SignalSharp --version 0.1.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: SignalSharp, 0.1.3"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
// Install SignalSharp as a Cake Addin #addin nuget:?package=SignalSharp&version=0.1.3 // Install SignalSharp as a Cake Tool #tool nuget:?package=SignalSharp&version=0.1.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
SignalSharp
C# library designed for efficient signal processing and time series analysis.
Algorithms
Change Point Detection
- PELT: Pruned Exact Linear Time method detects multiple change points with high efficiency, using a pruning technique to improve computation speed without sacrificing accuracy.
- CUSUM: Detects shifts in the mean value of a signal by accumulating deviations from a target value over time.
Cost Functions
- L1 Cost Function: Robust against outliers and non-Gaussian noise.
- L2 Cost Function: Ideal for normally distributed data.
- RBF Cost Function: Handles non-linear relationships between data points.
Smoothing and Filtering
- Savitzky-Golay Filter: Smooths data to reduce noise while preserving the shape of the signal.
- Moving Average: Smoothing a signal using a moving average filter.
- Kalman Filter: Estimates the state of a linear dynamic system from a series of noisy measurements.
Resampling
- Downsampling: Reducing the number of samples in a signal.
- Segment Statistics: Computing statistics (mean, median, max, min) for segments of a signal.
Installation
To install SignalSharp, you can use NuGet Package Manager:
dotnet add package SignalSharp
Usage
Refer to documentation for examples and API documentation.
Contributing
Contributions are welcome! If you have ideas, suggestions, or bug reports, feel free to open an issue or submit a pull request.
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net8.0 is compatible. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net8.0
- MathNet.Numerics (>= 5.0.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.