Alpha KNN Matrix: Historical Context Engine
Alpha KNN Matrix is a scenario-modeling tool powered by the KNN algorithm. Instead of relying on subjective forecasts, the system identifies similar historical price structures to reconstruct potential price paths for the current market.

Key Features:

Historical Matching: Automatically correlates current price action with vast historical data to find identical behavioral patterns.

Scenario Projection: Displays three potential price paths (Scenario 1, 2, 3) based on actual historical outcomes.

Context Filtering: Refines results using Trend, Position, and Momentum filters to ensure structural consistency.

Risk Planning: Empowers traders to build data-driven contingency plans for any market move.

How to Use:

Check Context: Assess the current market state (Trend/Momentum) via the built-in dashboard.

Evaluate Scenarios: Use the projected paths to visualize how price has historically behaved in similar spots.

Confluence: Integrate these scenarios with your existing strategy (SMC, Order Flow, etc.) to confirm high-probability setups.

Core Philosophy: "Stop guessing the market—let historical evidence guide your strategy."