Powered by fuzzy logic

Fuzzy logic is a form of multi-valued logic: instead of reasoning that is fixed and exact, it handles approximation. Rather than a strict true or false, a 0 or a 1, an answer can sit somewhere in between, such as 0.5, anywhere across the range between the two extremes.

Like a fingerprint, no two chart patterns are ever exactly alike, and that is precisely where fuzzy logic earns its keep. It lets Modulus Pattern Recognition surface patterns that are very close to a perfect match against a predefined ideal, returning only the strongest results so you spend your time on the candidates that matter.

Recognition the way traders learn it

Traders rely on implicit learning to read price action. After repeated exposure to a given formation, a trader develops an instinct for it, a predictive feel that resists being put into words. Modulus Pattern Recognition identifies patterns the same way a seasoned trader does, approximating that learned judgment rather than demanding a literal match.

Several optimization parameters let you fine-tune the fuzzy-logic identification process to a trader's preferences, tightening or loosening how closely a candidate must resemble the ideal before Modulus Pattern Recognition flags it.

Predefined patterns and a visual designer

Modulus Pattern Recognition arrives with a library of ready-made formations and a tool to build your own. The included Pattern Designer lets you draw patterns and adjust their fuzzy-logic variables to optimize each search, and because it ships with source code, you can deploy it directly to your own end users.

• Channels
• Double Bottoms and Double Tops
• Flags and Pennants
• Head & Shoulders
• Trend, Triangles, and Wedges
• Triple Bottoms and Triple Tops
• Custom patterns via the visual Pattern Designer
• Tunable optimization parameters per search

Alerts, backtesting, and visual charting

Built on predefined or custom pattern definitions, Modulus Pattern Recognition can power real-time pattern alerts or backtesting strategies, so the same engine that watches a live feed can also validate an idea against history.

Modulus Pattern Recognition is a numerical library, and it integrates with StockChartX to render that numerical output as visual charts. The bundled chart example demonstrates the integration; StockChartX is licensed separately.

What's included

Every Modulus Pattern Recognition license is source-inclusive, giving your team the freedom to audit, integrate, and extend the engine on your own terms rather than waiting on a vendor.

• Advanced pattern-recognition library
• The visual Pattern Designer (source available)
• Example project with documentation
• Chart example (requires StockChartX)
• Developer support for API calls and integration
• Part of the Modulus Source Code License bundle

Features & capabilities

A complete toolkit for automated chart-pattern recognition, from fuzzy-logic matching and a visual designer to alerts, backtesting, and StockChartX integration.