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trading-indicator-v2
Arkm20/trading-indicator-v2
trading-indicator-v2 is a machine learning model from Arkm20. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Pine Script v6 indicator for TradingView that detects high-probability reversal entries using a weighted scoring system with 10+ confirmation layers, informed by quantitative finance research.
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Updated Apr 27, 2026
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At a glance
- Access
- Public
- Created
- Apr 27, 2026
- Updated
- Apr 27, 2026
- SHA
- 0162ae98
Model card
From the Hugging Face model README
📈 Trading Indicator v3 — Research-Enhanced Reversal Signals
Pine Script v6 indicator for TradingView that detects high-probability reversal entries using a weighted scoring system with 10+ confirmation layers, informed by quantitative finance research.
Quick Start
- Open TradingView Pine Editor
- Copy the contents of
indicator_v3.pine - Paste and click "Add to Chart"
v3 Improvements over v2
| # | Improvement | What it fixes | Research basis |
|---|---|---|---|
| 1 | Weighted Scoring | Divergence & liquidity sweep = 2 pts; pattern = 1 pt | QTMRL 2025: composite scores outperform equal-weight ensembles |
| 2 | Bullish Divergence Detection | Weak buys: divergence between price (lower low) and RSI/MACD (higher low) now adds a bonus | RSI+SMA combos only predictive with trend direction |
| 3 | Liquidity Sweep Detector | Stop-run/breaker pattern: price sweeps below swing low, reclaims with volume spike = +2 | TradeFM 2025 / DeepLOB: orderbook pressure precedes visible reversal |
| 4 | Dynamic Regime Filter | False SELLs in chop: if ATR% < threshold, SELL signals are suppressed; BUY requires divergence or sweep | QTMRL 2025: 30–50% of false signals eliminated by regime gating |
| 5 | Stricter SELL Filter | SELL now requires both H4 AND Daily HTF bearish alignment | Multi-timeframe NN Trading 2025: daily trend constrains hourly reversals |
| 6 | Dynamic RSI Zones | RSI oversold/overbought bands expand in high-volatility regimes, tighten in low-vol | Sentiment-Aware Portfolio 2025 |
| 7 | VWAP Proximity Scoring | Price near VWAP = mean-reversion zone; reclaim above VWAP in downtrend = +1 | VWAP execution benchmarks: equilibrium-as-support |
| 8 | Swing High/Low Levels | ta.pivothigh / pivotlow for dynamic S/R in divergence & sweep detection | Market microstructure: stops cluster at swing extremes |
| 9 | Chop Background Coloring | Visual regime indicator: gray = choppy, green/red = trending | — |
| 10 | Independent Cooldowns | Buy and sell cooldowns are tracked separately | Reduces signal clustering on forced-direction bars |
Signal Types
- 🟢 BUY signals — Bullish reversal in confirmed downtrend with confluence
- 🔴 SELL signals — Bearish reversal in confirmed uptrend with strict HTF alignment
Confirmation Layers (Weighted Scoring)
| Layer | Points | Condition |
|---|---|---|
| Pattern | 1 | Candlestick reversal detected |
| Volume | 1 | Volume > 1.3× 20-period average |
| RSI | 1 | RSI < dynamic oversold (buy) or > dynamic overbought (sell) |
| MACD | 1 | Histogram inflecting in signal direction |
| ADX/DMI | 1 | ADX > 22 + DI alignment confirms trend |
| HTF Bias | 1 | Price aligned with daily EMA(50) |
| R:R Gate | 1 | Risk:Reward ≥ 1.5:1 (ATR-based) |
| VWAP | 1 | Proximity to VWAP (mean-reversion zone) |
| Divergence | 2 | Regular bullish divergence: price ↓, RSI/MACD ↑ |
| Liquidity Sweep | 2 | Stop-run reclaim with volume spike |
BUY fires when score ≥ Min Confirmations (default: 5/15).
SELL fires when score ≥ Min Confirmations AND both H4 + Daily HTF bearish.
Candlestick Patterns Detected
| Bullish | Bearish |
|---|---|
| Hammer 🔨 | Shooting Star 💫 |
| Inverted Hammer | Hanging Man ☠ |
| Bullish Engulfing 🔄 | Bearish Engulfing 🔄 |
| Piercing Line 📌 | Dark Cloud Cover ☁ |
| Morning Star ⭐ | Evening Star ⭐ |
| Dragonfly Doji 🐉 | Gravestone Doji 🪦 |
| Doji (in downtrend) ✚ | Doji (in uptrend) ✚ |
Extra Visual Overlays (v3)
- VWAP (aqua line) — dynamic mean-reversion S/R
- Divergence markers (green triangles) — pre-signal warnings
- Liquidity sweep diamonds (blue diamonds) — stop-run events
- Regime background (gray = choppy, tinted = trending)
- Expanded info table — RSI, ADX, MACD, Volume, Trend, HTF Bias, ATR%, Regime, VWAP Proximity
Risk Management
- ATR-based dynamic Stop-Loss and Take-Profit levels plotted on each signal
- Minimum R:R ratio gate prevents bad setups
Alert Conditions
BUY Signal (v3)— multi-confirmation with divergence/sweepSELL Signal (v3)— strict HTF-aligned bearish reversalAny Signal (v3)— either direction
License
MIT
- Created
- Apr 27, 2026
- Updated
- Apr 27, 2026