CuriousLib 3.3.0
dotnet add package CuriousLib --version 3.3.0
NuGet\Install-Package CuriousLib -Version 3.3.0
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="CuriousLib" Version="3.3.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="CuriousLib" Version="3.3.0" />
<PackageReference Include="CuriousLib" />
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 CuriousLib --version 3.3.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: CuriousLib, 3.3.0"
#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.
#:package CuriousLib@3.3.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=CuriousLib&version=3.3.0
#tool nuget:?package=CuriousLib&version=3.3.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Usage
To use this library, it is necessary to create an instance of DataSet collection
DataSet<T> "YourDataSetName" = new DataSet<T>();
DataSet collection class is inherited from .NET List collection class
public class DataSet<T> : List<T>
Class Structure
DataSet
| Field | Field Type | Description |
|---|---|---|
| Pattern | Property | Gets or sets the pattern characteristic of a DataSet |
| MinimumValue | Property | Gets the minimum value of a DataSet |
| MaximumValue | Property | Gets the maximum value of a DataSet |
| Range | Property | Gets the range of a DataSet |
| Size | Property | Gets the size of a DataSet |
| Mean | Property | Gets the mean of a DataSet |
| Median | Property | Gets the median of a DataSet |
| Mode | Property | Gets the mode of a DataSet |
| StandartDeviation | Property | Gets the standart deviation of a DataSet |
| Skewness | Property | Gets the skewness of a DataSet |
| Kurtosis | Property | Gets the kurtosis of a DataSet |
| IsNormal | Property | Gets whether a dataset is normal distributed or not |
| IsUniform | Property | Gets whether a dataset is uniformly distributed or not |
| IsExponential | Property | Gets whether a dataset is exponentially distributed or not |
| CalculateZvalue | Function | Calculates the standart Z value for a given X value from a DataSet |
| Smooth | Function | Smooths a DataSet for a given alpha parameter |
| DetectOutliers | Function | Returns the outlier values of a DataSet |
| Normalize | Function | Normalizes a DataSet with min-max scaling |
| Standardize | Function | Standardizes a DataSet with Z values |
StationaryDataSet : DataSet
| Field | Field Type | Description |
|---|---|---|
| MovingAverages | Function | Conducts point estimation of selected index using n-step moving averages |
| ExponentialSmoothing | Function | Conducts point estimation of selected index using simple exponential smoothing with the alpha parameter |
TrendingDataSet : DataSet
| Field | Field Type | Description |
|---|---|---|
| Slope | Property | Gets the slope of a trending DataSet |
| Intercept | Property | Gets the intercept of a trending DataSet |
| LinearRegression | Function | Conducts point estimation of independent variable X using linear regression line |
| HoltsMethod | Function | Conducts point estimation of independent variable X using Holt's Method |
SeasonalDataSet : DataSet
| Field | Field Type | Description |
|---|---|---|
| NumberOfSeasons | Property | Gets or sets the number of seasons in a seasonal DataSet |
| SeasonSize | Property | Gets the size of each season in a seasonal DataSet |
| SeasonalFactors | Property | Gets the seasonal factors of a seasonal DataSet |
| SeasonalEstimate | Function | Conducts point estimation of independent variable X considering seasonality |
| SeasonalEstimateWithTrend | Function | Conducts point estimation of independent variable X considering seasonality and trend |
| Deseasonalize | Function | Removes the seasonal effect from a SeasonalDataSet |
Miscellaneous.Measurements
| Field | Field Type | Description |
|---|---|---|
| MeanAbsoluteError | Function | Returns the mean absolute forecast error of a DataSet |
| MeanSquaredError | Function | Returns the mean squared forecast error of a DataSet |
| Covariance | Function | Calculates covariance of two DataSets |
| Correlation | Function | Calculates coefficient of correlation between two DataSets |
| Rsquared | Function | Calculates coefficient of determination (R Squared) between two DataSets |
Miscellaneous.Generators
| Field | Field Type | Description |
|---|---|---|
| GeneratingFromDataGridView | Function | Generating collection members from WinForms DataGridView Control (+5 overloads) |
| GeneratingFromListBox | Function | Generating collection members from WinForms ListBox Control (+3 overloads) |
| GeneratingFromSQL | Function | Generating collection members from SQL Server (+5 overloads) |
| GeneratingFromAccessDB | Function | Generating collection members from MS Access Database (+5 overloads) |
Clustering.Kmeans
| Field | Field Type | Description |
|---|---|---|
| RunAlgorithm | Function | Executes K Means Clustering Algoritm |
| Report | Function | Generates an algorithm iteration report to a specified file path |
| Assignments | Collection | Collection that stores data point cluster center assignments |
| Iterations | Collection | Collection that stores iterations |
Clustering.DataPoint
| Field | Field Type | Description |
|---|---|---|
| ID | Property | Gets or sets the ID of a DataPoint |
| CoordinateX | Property | Gets or sets the X coordinate of a DataPoint |
| CoordinateY | Property | Gets or sets the Y coordinate of a DataPoint |
Clustering.ClusterCenter
| Field | Field Type | Description |
|---|---|---|
| ID | Property | Gets or sets the ID of a ClusterCenter |
| CoordinateX | Property | Gets or sets the X coordinate of a ClusterCenter |
| CoordinateY | Property | Gets or sets the Y coordinate of a ClusterCenter |
Clustering.Iteration
| Field | Field Type | Description |
|---|---|---|
| ID | Property | Gets or sets the ID of an Iteration |
| TentativeCluster | Struct | Tentative cluster structure belongs to an iteration |
| ClustersOfIteration | Collection | Collection that stores cluster assignments of an iteration |
License
Used Technologies
Visual Studio
C#
.NET 9.0
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net9.0-windows7.0 is compatible. net10.0-windows was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net9.0-windows7.0
- System.Data.OleDb (>= 9.0.0)
- System.Data.SqlClient (>= 4.9.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.