StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py 5.0.1

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dotnet add package StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py --version 5.0.1

NuGet\Install-Package StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py -Version 5.0.1

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="StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py" Version="5.0.1" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py" Version="5.0.1" />
                    

                            Directory.Packages.props

<PackageReference Include="StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py" />
                    

                            Project file

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paket add StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py --version 5.0.1

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#r "nuget: StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py, 5.0.1"

#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 StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py@5.0.1

#: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=StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py&version=5.0.1
                    

                            Install as a Cake Addin

#tool nuget:?package=StockSharp.Strategies.0334_Hull_MA_K-Means_Cluster.py&version=5.0.1
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Hull MA K-Means Cluster (Python Version)

The Hull MA K-Means Cluster strategy is built around that trades based on Hull Moving Average direction with K-Means clustering for market state detection.

Testing indicates an average annual return of about 97%. It performs best in the crypto market.

Signals trigger when its indicators confirms trend changes on intraday (5m) data. This makes the method suitable for active traders.

Stops rely on ATR multiples and factors like HullPeriod, ClusterDataLength. Adjust these defaults to balance risk and reward.

Details

Entry Criteria: see implementation for indicator conditions.
Long/Short: Both directions.
Exit Criteria: opposite signal or stop logic.
Stops: Yes, using indicator-based calculations.
Default Values:
- HullPeriod = 9
- ClusterDataLength = 50
- RsiPeriod = 14
- CandleType = TimeSpan.FromMinutes(5).TimeFrame()
Filters:
- Category: Trend following
- Direction: Both
- Indicators: multiple indicators
- Stops: Yes
- Complexity: Intermediate
- Timeframe: Intraday (5m)
- Seasonality: No
- Neural Networks: No
- Divergence: No
- Risk Level: Medium

There are no supported framework assets in this package.

Learn more about Target Frameworks and .NET Standard.

This package has no dependencies.

NuGet packages

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Version	Downloads	Last Updated
5.0.1	214	8/7/2025
5.0.0	294	7/20/2025

fixes
Fix C# indentation and move remaining strategy resets