by 
The AI Dynamic Liquidity Engine indicator detects swing highs and lows on the price chart to identify potential liquidity zones. It tracks swing points in arrays and validates each zone by counting proximity tests based on recent price action. When a zone reac
Indicator · Pine Script v5 · On the chart
ML KNN Predictor V2 Enhanced
Calculates machine learning price predictions using a weighted K-Nearest Neighbors algorithm.
GitHub stars1on the repository
Pine versionv5runs as is
Lines of code623
Settings26inputs
LicenceNone stated
Last update8 months ago17 Feb 2026
Add It to Your TradingView Chart
- 1Copy the scriptPress Copy script above. It reads the file straight from GitHub.
- 2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
- 3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
- 4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.
Source Code
The code stays on GitHub. The author has not published this script under an open licence, so ForexR does not show its code. Copy script reads the file straight from GitHub into your clipboard, so you can still try it on your own chart. Ask the author before reusing the code anywhere else.
Overview
ML KNN Predictor V2 Enhanced evaluates price position, trend, RSI, volatility, Fair Value Gaps, Support and Resistance levels, and volume to identify similar historical pattern matches. The indicator projects price direction over a customizable prediction horizon, displays target lines and Fair Value Gap boxes on the price chart, and shows real-time predictions with confidence scores in an on-screen dashboard panel.
- K-Nearest Neighbors pattern matching
- Fair Value Gap and S/R level detection
- Customizable feature weight parameters
- On-screen prediction dashboard panel
Details
Published by
haydarkadioglu on GitHub
Type
Indicator, Pine Script v5
Draws
On the price chart
Category
AI / machine learning, SMC / ICT / price action, Support & resistance, Screeners & dashboards
Markets
Any symbol
Timeframes
Any timeframe
Risk Notes
No repainting, lookahead or stacked entries were found in its code or README. That says nothing about how well it works: test it first.
Settings
The inputs you can change from the gear icon on the chart. Defaults are the author's.
| Setting | Type | Default | Variable |
|---|---|---|---|
| Historical Lookback Bars | int | 100 | lookback_bars |
| K Nearest Neighbors | int | 12 | k_neighbors |
| Predict N Bars Ahead | int | 10 | prediction_horizon |
| Enable FVG Detection | bool | true | fvg_enabled |
| Min FVG Size % | float | 0.1 | fvg_min_size |
| FVG Lookback | int | 50 | fvg_lookback |
| Show FVG Boxes | bool | true | show_fvg_boxes |
| Enable S/R Detection | bool | true | sr_enabled |
| Swing Length | int | 5 | sr_swing_length |
| Max S/R Levels | int | 5 | sr_max_levels |
| Show S/R Lines | bool | true | show_sr_lines |
| Enable Volume Analysis | bool | true | vol_enabled |
Show all 26 settings
| Setting | Type | Default | Variable |
|---|---|---|---|
| Volume SMA Period | int | 20 | vol_period |
| High Volume Threshold | float | 1.5 | vol_threshold |
| Price Position Weight | float | 0.12 | weight_price |
| Trend Weight | float | 0.12 | weight_trend |
| RSI Weight | float | 0.08 | weight_rsi |
| Volatility Weight | float | 0.08 | weight_volatility |
| FVG Weight | float | 0.20 | weight_fvg |
| S/R Weight | float | 0.15 | weight_sr |
| Volume Weight | float | 0.15 | weight_volume |
| Show Prediction Panel | bool | true | show_prediction_panel |
| Panel Position | string | Top Right | panel_position |
| Show Target Line | bool | true | show_target_line |
| Show Buy/Sell Signals | bool | true | show_signals |
| Min Confidence for Signals (%) | int | 60 | min_confidence |
Third-party code. ForexR did not write, test or endorse this script, and the summary above was generated automatically from its code and README. Indicators describe the past, and a strategy's backtest can look better than live trading, especially when a script repaints. Check it in the Strategy Tester and on a demo account before you rely on it.
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