SignalSharp 0.1.5

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package SignalSharp --version 0.1.5
                    


                    

                
NuGet\Install-Package SignalSharp -Version 0.1.5
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="0.1.5" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="SignalSharp" Version="0.1.5" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="SignalSharp" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add SignalSharp --version 0.1.5
                    


                    

                
#r "nuget: SignalSharp, 0.1.5"
#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. 
#addin nuget:?package=SignalSharp&version=0.1.5
                    


                            Install SignalSharp as a Cake Addin
                        

                    

                
#tool nuget:?package=SignalSharp&version=0.1.5
                    


                            Install SignalSharp as a Cake Tool

SignalSharp

C# library designed for efficient signal processing and time series analysis.

Features

Change Point Detection

  • PELT (Pruned Exact Linear Time): Efficiently detects multiple change points in a signal using a pruning technique for improved speed without sacrificing accuracy.
  • CUSUM (Cumulative Sum): Detects shifts in the mean value of a signal by accumulating deviations from a target value over time.

Signal Analysis

  • Cost Functions:
    • L1: Robust against outliers and non-Gaussian noise.
    • L2: Ideal for normally distributed data.
    • RBF (Radial Basis Function): Handles non-linear relationships between data points.

Signal Processing

  • Smoothing and Filtering:

    • Savitzky-Golay Filter: Smooths data while preserving signal shape.
    • Moving Average: Simple smoothing using a moving window.
    • Kalman Filter: Estimates the state of a linear dynamic system from noisy measurements.

  • Resampling:

    • Downsampling: Reduces the number of samples in a signal.
    • Segment Statistics: Computes statistics (mean, median, max, min) for signal segments.

Installation

To install SignalSharp, you can use NuGet Package Manager:

dotnet add package SignalSharp

Usage

For detailed examples and API documentation, please refer to the official documentation.

Here's a quick example of how to use the PELT algorithm for change point detection:

using SignalSharp;

// Create a sample signal
double[] signal = [1, 1, 1, 5, 5, 5, 1, 1, 1];

// Initialize PELT algorithm
var options = new PELTOptions { CostFunction = new L2CostFunction(), MinSize = 1, Jump = 1 };
var algo = new PELTAlgorithm(options);

// Detect change points
var breakpoints = algo.FitAndDetect(signal, 2); // breakpoints = [3, 6]

Contributing

Contributions are welcome! If you have ideas, suggestions, or bug reports, feel free to open an issue or submit a pull request.

Product 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.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
0.1.8 0 4/29/2025
0.1.7 0 4/29/2025
0.1.6 160 4/22/2025
0.1.5 165 4/20/2025
0.1.3 187 6/3/2024
0.1.2 108 6/3/2024
0.1.1 117 6/1/2024
0.1.0 118 5/30/2024
0.0.12 118 5/30/2024
0.0.11 116 5/30/2024
0.0.10 127 5/30/2024
0.0.7 137 5/30/2024
0.0.6 127 5/29/2024
0.0.5-ci14 101 5/29/2024
0.0.1 130 5/29/2024