StockSharp.Strategies.0250_Williams_R_Breakout.py 5.0.1

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dotnet add package StockSharp.Strategies.0250_Williams_R_Breakout.py --version 5.0.1
                    
NuGet\Install-Package StockSharp.Strategies.0250_Williams_R_Breakout.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.0250_Williams_R_Breakout.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.0250_Williams_R_Breakout.py" Version="5.0.1" />
                    
Directory.Packages.props
<PackageReference Include="StockSharp.Strategies.0250_Williams_R_Breakout.py" />
                    
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 StockSharp.Strategies.0250_Williams_R_Breakout.py --version 5.0.1
                    
#r "nuget: StockSharp.Strategies.0250_Williams_R_Breakout.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.0250_Williams_R_Breakout.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.0250_Williams_R_Breakout.py&version=5.0.1
                    
Install as a Cake Addin
#tool nuget:?package=StockSharp.Strategies.0250_Williams_R_Breakout.py&version=5.0.1
                    
Install as a Cake Tool

Williams R Breakout Strategy (Python Version)

This strategy seeks momentum bursts by watching Williams %R relative to its historical average. When the oscillator pushes far beyond typical readings, it may signal the start of a strong move.

Testing indicates an average annual return of about 91%. It performs best in the stocks market.

A long position is opened when %R climbs above the average plus Multiplier times an estimated standard deviation. A short position is taken when %R drops below the average minus the same multiplier. The trade closes once %R returns toward its average or a stop-loss is hit.

The approach caters to breakout traders who want early participation in emerging trends. Position risk is managed with a percentage stop based on the entry price.

Details

  • Entry Criteria:
    • Long: %R > Avg + Multiplier * StdDev
    • Short: %R < Avg - Multiplier * StdDev
  • Long/Short: Both sides.
  • Exit Criteria:
    • Long: Exit when %R < Avg
    • Short: Exit when %R > Avg
  • Stops: Yes, percent stop-loss.
  • Default Values:
    • WilliamsRPeriod = 14
    • AvgPeriod = 20
    • Multiplier = 2.0m
    • CandleType = TimeSpan.FromMinutes(5)
  • Filters:
    • Category: Breakout
    • Direction: Both
    • Indicators: Williams %R
    • Stops: Yes
    • Complexity: Intermediate
    • Timeframe: Intraday
    • Seasonality: No
    • Neural networks: No
    • Divergence: No
    • Risk Level: Medium
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Version Downloads Last Updated
5.0.1 229 8/7/2025
5.0.0 340 7/20/2025

Refactor strategy reset handling