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ML Adaptive SuperTrend Strategy [trade_crush]# ML Adaptive SuperTrend Strategy - User Guide ## Introduction The **ML Adaptive SuperTrend Strategy** is a sophisticated trading tool that combines traditional trend-following logic with **Machine Learning (K-Means Clustering)** to dynamically adapt to market volatility. Unlike standard SuperTrend indicators that use a fixed ATR, this strategy analyzes historical volatility to categorize the current market into distinct clusters, providing more precise entries and exits. > > **Special Thanks:** This strategy is based on the innovative work of **AlgoAlpha**. You can explore their extensive library of high-quality indicators and strategies on TradingView: (www.tradingview.com). --- ## Machine Learning Engine (K-Means) The core of this strategy is its ability to "learn" from recent market behavior. - **K-Means Clustering**: The script takes the last $N$ bars of ATR data and runs an iterative clustering algorithm to find three "centroids" representing **High**, **Medium**, and **Low** volatility. - **Adaptive ATR**: Based on the current volatility, the strategy selects the nearest centroid to use as the ATR value for the SuperTrend calculation. This ensures the trailing stop tightens during low volatility and widens during high volatility to avoid "noise". --- ## Key Features ### 1. Non-Repainting Signals - **Confirm Signals**: When enabled, signals are only triggered after a bar closes. This ensures that the arrows and entries you see on the chart are permanent and reliable for backtesting. ### 2. Intelligent Risk Management - **Multiple SL/TP Types**: Choose between **Percentage** based stops or **ATR** based stops for both Stop Loss and Take Profit. - **Trailing Stop Loss (TSL)**: - Supports both Percentage and ATR modes. - **Activation Offset**: Only activates the trailing mechanism after the price has moved a certain percentage in your favor, protecting early-stage trades. ### 3. Risk-Based Position Sizing - **Dynamic Quantity**: If enabled, the strategy automatically calculates the trade size based on your **Risk % Per Trade** and the distance to your **Stop Loss**. This ensures you never lose more than your defined risk on a single trade. --- ## User Input Guide ### SuperTrend & ML Settings - **ATR Length**: The window used to calculate market volatility. - **SuperTrend Factor**: The multiplier that determines the distance of the trailing stop from the price. - **Use ML Adaptive ATR**: Toggle between the ML-enhanced logic and standard ATR. - **Training Data Length**: How many historical bars the ML engine analyzes to find clusters. ### Risk Management - **Stop Loss Type**: Set to Percentage, ATR, or None. - **TS Activation Offset**: The profit buffer required before the trailing stop starts following the price. - **Use Risk-Based Sizing**: Toggle this to let the script manage your position size automatically. --- ## How to Trade with This Strategy 1. **Monitor the Dashboard**: Check the top-right table to see which volatility cluster the market is currently in. 2. **Observe the Fills**: The adaptive fills (green/red) visualize the "breathing room" the strategy is giving the price. 3. **Execution**: The strategy enters on "ML Bullish" (Triangle Up) and "ML Bearish" (Triangle Down) signals. 4. **Exits**: The script will automatically exit based on your SL, TP, or Trailing Stop settings. --- ## Credits Original Concept: **AlgoAlpha** Strategy Conversion & Enhancements: **Antigravity AI**
Pine Script®策略
由trade_crush提供
Antigravity OCC Strategy (MA 5 + Delayed TSL)# OCC Strategy Optimized (MA 5 + Delayed TSL) - User Guide ## Introduction The **OCC Strategy Optimized** is an enhanced version of the classic **Open Close Cross (OCC)** strategy. This strategy is designed for high-precision trend following, utilizing the crossover logic of Open and Close moving averages to identify market shifts. This optimized version incorporates advanced risk management, multi-timeframe analysis, and a variety of moving average types to provide a robust trading solution for modern markets. > > **Special Thanks:** This strategy is based on the original work of **JustUncleL**, a renowned Pine Script developer. You can find their work and profile on TradingView here: (in.tradingview.com). --- ## Key Features ### 1. Optimized Core Logic - **MA Period (Default: 5):** The strategy is tuned with a shorter MA length to reduce lag and capture trends earlier. - **Crossing Logic:** Signals are generated when the Moving Average of the **Close** crosses the Moving Average of the **Open**. ### 2. Multi-Timeframe (MTF) Analysis - **Alternate Resolution:** Use a higher timeframe (Resolution Multiplier) to filter out noise. By default, it uses $3 \times$ your current chart timeframe to confirm the trend. - **Non-Repainting:** Includes an optional delay offset to ensure signals are confirmed and do not disappear (repaint) after the bar closes. ### 3. Advanced Risk Management This script features a hierarchical exit system to protect your capital and lock in profits: - **Fixed Stop Loss (Initial):** Protects against sudden market reversals immediately after entry. - **Delayed Trailing Stop Loss (TSL):** - **Activation Delay:** The TSL only activates after the trade reaches a specific profit threshold (e.g., 1%). This prevents being stopped out too early in the trade's development. - **Ratchet Trail:** Once activated, the stop loss "ratchets" up/down, never moving backward, ensuring you lock in profits as the trend continues. - **Take Profit (TP):** A fixed percentage target to exit the trade at a pre-defined profit level. ### 4. Versatility - **12 MA Types:** Choose from SMA, EMA, DEMA, TEMA, WMA, VWMA, SMMA, HullMA, LSMA, ALMA, SSMA, and TMA. - **Trade Direction:** Toggle between Long-only, Short-only, or Both. - **Visuals:** Optional bar coloring to visualize the trend directly on the candlesticks. --- ## User Input Guide ### Core Settings - **Use Alternate Resolution?:** Enable this to use the MTF logic. - **Multiplier for Alternate Resolution:** How many charts higher the "filter" timeframe should be. - **MA Type:** Select your preferred moving average smoothing method. - **MA Period:** The length of the Open/Close averages. - **Delay Open/Close MA:** Use `1` or higher to force non-repainting behavior. ### Risk Management Settings - **Use Trailing Stop Loss?:** Enables the TSL system. - **Trailing Stop %:** The distance the stop follows behind the price. - **TSL Activation % (Delay):** The profit % required before the TSL starts moving. - **Initial Fixed Stop Loss %:** Your hard stop if the trade immediately goes against you. - **Take Profit %:** Your ultimate profit target for the trade. --- ## How to Trade with This Strategy 1. **Identify the Trend:** Look for the Moving Average lines (Close vs Open) to cross. 2. **Wait for Confirmation:** If using MTF, ensure the higher timeframe also shows a trend change. 3. **Manage the Trade:** Let the TSL work. Once the trade hits the activation threshold, the TSL will take over, protecting your runner. 4. **Position Sizing:** Adjust the `Properties` tab in the script settings to match your desired capital allocation (Default is 10% of equity). --- ## Credits Original Strategy by: **JustUncleL** Optimized and Enhanced by: **Antigravity AI**
Pine Script®策略
由trade_crush提供
13
Heikin Ashi Color Flip StrategyManual HA calculation → no repainting ✔ Entry on first green after red ✔ Exit on first red after green ✔ process_orders_on_close = false → orders execute on next bar open ✔ Logic is clean and readable How to make it your kind of strategy (next step) Given your past preferences, the best upgrade is: • Trade only when price > EMA 21 • Or only when SPY > EMA 50 & VIX < 20 • Exit on price close below EMA 21 (your preferred rule) Consider the following to increase win rate and decrease drawdown: • Add EMA-21 exit instead of HA red • Add SPY/VIX regime filter • Give you real QQQ daily backtest metrics • Convert this into a scan/alert-only indicator Disclaimer: This indicator is provided for educational and informational purposes only and does not constitute financial, investment, or trading advice. The signals generated by this indicator are not guaranteed to be accurate or profitable. Past performance is not indicative of future results. Trading and investing involve substantial risk, and you should perform your own analysis and consult a qualified financial professional before making any trading decisions. The author is not responsible for any financial losses incurred from the use of this indicator.
Pine Script®策略
由TrendRiderPro提供
3
EURUSD | Yield Curve Flip Strategy (2s10s State Flips)Strategy Core (Concept) The strategy trades EURUSD exclusively when the US yield curve regime (2Y/10Y) flips into a new, clearly bullish or bearish regime. The core assumption is that re-pricing in the US yield curve (rather than individual data points) is a robust driver of USD strength or weakness and can act as a structural trigger for trend changes. ⸻ Data Basis • Uses US 2Y Yield (TVC:US02Y) and US 10Y Yield (TVC:US10Y). • The 2s10s curve is calculated as: curveUS = US10Y – US2Y • Regime assessment is based on the N-day change (default: 5 days), calculated on true rates bars (not intraday noise). ⸻ Regime Detection (Correct Bond Logic) First, the strategy checks whether the curve has significantly steepened or flattened over the lookback period: • Steepener if Δ(2s10s) > thrCurve (default: +0.10 percentage points = 10 bp) • Flattener if Δ(2s10s) < −thrCurve Next, a leg confirmation determines the specific type of steepener/flattener (default thrLeg = 5 bp): Bull Steepener • Curve steepens because yields fall, with the 2Y falling more (risk-off / rate-cut pricing) Bear Steepener • Curve steepens because yields rise, with the 10Y rising more (reflation / term-premium move) Bull Flattener • Curve flattens because yields fall, with the 10Y falling more (growth shock / long-end rally) Bear Flattener • Curve flattens because yields rise, with the 2Y rising more (hawkish repricing / front-end up) Important: By default, a Bear Steepener is not treated as a bearish signal, unless allowBearSteepForShort is enabled. ⸻ State Machine (Memory + Flip Triggers) The strategy maintains a persistent state variable curveState: • +1 = bullish • −1 = bearish • 0 = neutral The state is updated only on a new rates bar (daily rates when tfRates = "D"), avoiding intraday noise. A trade is generated only on a true regime flip: • flipToBull: new state turns bullish and the previous state was bearish (or neutral, if allowed) • flipToBear: new state turns bearish and the previous state was bullish (or neutral, if allowed) The option enterFromNeutral controls whether the first clear regime emerging from neutral is traded. The option onlyOnNewRatesBar ensures signals occur only when a new rates bar is printed, providing clean timing. ⸻ Trading Rules (Entry / Exit) There are no stops, targets, or trailing mechanisms. The strategy is a pure regime-switching / reversal system: • On flipToBull • Close short (“S”) • Open long (“L”) • On flipToBear • Close long (“L”) • Open short (“S”) Positions are therefore held until the next regime flip. ⸻ Parameter Interpretation • N: Smoothing / inertia. Smaller = faster but noisier; larger = more stable but later. • thrCurve: Minimum curve move required to define a regime. • thrLeg: Minimum move of the confirming leg (2Y or 10Y) to reduce misclassification. • allowBearSteepForShort: Makes the system more aggressive (more bearish signals), but represents a different macro case. • enterFromNeutral: Increases trade frequency by trading the first regime impulse. ⸻ What You See on the Chart • Background shading: • Green for bullish state • Red for bearish state • The curve and Δ-curve are plotted but hidden (display=none), mainly for debugging and analysis.
Pine Script®策略
由Deepray提供
Institutional Execution Engine v3 [Nishith Rajwar] Institutional Execution Engine v3 Market-Structure-Driven Execution Framework (Indicator + Strategy Hybrid) The **Institutional Execution Engine v3** is a professional-grade execution framework designed to model **how institutional participants interact with liquidity, volatility regimes, and market structure**. It is built for **index traders, crypto traders, and systematic intraday participants** who require **non-repainting, forward-validated signals** with strict risk control. This is **not a mashup of indicators**. Every module is purpose-built and interacts through a unified execution pipeline. --- 🔍 Core Concepts & Methodology 1️⃣ Market Structure & POI Engine * Identifies **Points of Interest (POIs)** using swing structure, volatility context, and liquidity positioning * POIs are **confirmed only after bar close** (strict non-repaint enforcement) * Adaptive pivot sensitivity based on selected execution preset 2️⃣ Liquidity-Aware Scoring System Each potential trade is filtered through a **multi-factor execution score**, including: * Structural alignment * Volatility normalization (ATR regime) * Liquidity reaction quality * Directional efficiency Trades are only allowed when the **minimum institutional score threshold** is met. 3️⃣ Regime Detection (Forward-Walk Safe) The engine dynamically classifies market conditions into execution regimes: * Trending * Rotational * Mean-reverting Regime detection is **forward-walk compatible** and does **not leak future data**. 4️⃣ Risk-First Execution Model * ATR-normalized stop placement * R-multiple-based take-profit targeting * Optional **single-trade-per-session guard** * Strategy engine includes **open-trade protection** to prevent over-execution 5️⃣ Strategy + Indicator Hybrid This script can be used in **two ways**: * **Indicator mode** → discretionary execution with visual POIs, signals, and context * **Strategy mode** → systematic backtesting with full TradingView Strategy Tester support Both modes share the **same execution logic** (no divergence). --- ⚙️ Preset-Driven Architecture Built-in execution presets auto-configure internal parameters without changing core logic: * **Scalp (Index)** * **Daytrade (Index)** * **Crypto Intraday** * **Institutional Research (FWalk)** Presets adjust pivot sensitivity, score thresholds, ATR behavior, and risk profile — while preserving execution integrity. --- ## 🚫 Non-Repainting & Data Integrity * No look-ahead bias * No future bar references * No repainting signals * VWAP and regime logic reset correctly per session * Safe handling of strategy.opentrades to avoid execution errors All signals are **bar-close confirmed**. --- 📊 Who This Is For ✔ Index traders (NIFTY / BANKNIFTY / SENSEX) ✔ Crypto intraday traders ✔ Systematic traders validating execution logic ✔ Traders who value **structure + liquidity + risk discipline** over indicators --- ⚠️ Disclaimer This script is a **research and execution framework**, not financial advice. Always forward-test and adapt risk parameters to your instrument and timeframe. --- **Author:** Nishith Rajwar **Version:** v3 **Execution Philosophy:** Trade where institutions execute — not where indicators react.
Pine Script®策略
由nishith85441提供
6
ARVEXV1“Failed Reversal – Opposite Candle Only (No Doji/Hammer/Hanging Man)”: This strategy captures failed reversal attempts where the current candle is opposite to the previous candle and volume is higher. It enters long if a bearish candle fails to break a previous bullish candle’s low, and short if a bullish candle fails to break a previous bearish candle’s high. Signals are canceled for Doji, Hammer, or Hanging Man candles. Entries only, fully backtestable.
Pine Script®策略
由riccabunalda提供
ARVEX V1“Failed Reversal – Opposite Candle Only (No Doji/Hammer/Hanging Man)”: This strategy captures failed reversal attempts where the current candle is opposite to the previous candle and volume is higher. It enters long if a bearish candle fails to break a previous bullish candle’s low, and short if a bullish candle fails to break a previous bearish candle’s high. Signals are canceled for Doji, Hammer, or Hanging Man candles. Entries only, fully backtestable.
Pine Script®策略
由riccabunalda提供
Optimized BTC Mean Reversion (RSI 20/65)📈 Optimized BTC Mean Reversion (RSI 20/65) Optimized BTC Mean Reversion (RSI 20/65) is a rule-based trading strategy designed to capture mean-reversion moves in strong market structures, primarily optimized for Bitcoin, but adaptable to other liquid cryptocurrencies. The strategy combines RSI extremes, Stochastic momentum, and EMA trend filtering to identify high-probability reversal zones while maintaining strict risk management. 🔍 Strategy Logic This system focuses on entering trades when price temporarily deviates from equilibrium, while still respecting the broader trend. ✅ Long Conditions RSI below 20 (oversold) Stochastic below 25 Price trading above the 200 EMA (or within a controlled deviation) Designed to buy sharp pullbacks in bullish conditions ❌ Short Conditions RSI above 65 (overbought) Stochastic above 75 Price trading below the 200 EMA Designed to sell relief rallies in bearish conditions 🛡 Risk Management Fixed Stop Loss: 4% Fixed Take Profit: 6% Risk/Reward: 1 : 1.5 No pyramiding (single position at a time) Full equity position sizing (adjustable) All exits are predefined at entry, ensuring consistency and emotional discipline. 📊 Indicators Used 200 EMA – Trend direction filter RSI (14) – Mean-reversion trigger (20 / 65 levels) Stochastic Oscillator – Momentum confirmation 👁 Visual Features EMA plotted directly on chart Real-time Stop Loss, Take Profit, and Entry Price lines Clear long/short entry markers Works on all timeframes (optimized for intraday and swing trading) 🔔 Alerts Long entry alerts Short entry alerts (Perfect for automation or discretionary execution) ⚠️ Disclaimer This strategy is intended for educational and research purposes only. Past performance does not guarantee future results. Always test on a demo account and adjust risk parameters to your own trading plan.
Pine Script®策略
由malli_007提供
Double&Triple Pattern[TS_Indie]📌 Description – Double & Triple Pattern Indicator The Double & Triple Pattern Indicator is developed to help traders systematically and clearly identify Double Top, Double Bottom, Triple Top, and Triple Bottom chart patterns. ⚙️ Core Logic & Working Mechanism The Double & Triple Pattern Indicator is built on the concept of price swing formation, based on the logic of Trend Entry_0 , which focuses on structured market analysis and price action behavior. The indicator detects three main swing points (Swing 1, Swing 2, and Swing 3). A Fibonacci Box is then created using Swing A and Swing B as reference points to define the swing detection zone. When all three swings remain inside the defined Fibonacci Box, the structure is considered a valid Price Action setup. The indicator then plots key lines on the chart: ➩ Break Line – used to confirm the signal (confirmation) ➩ Cancel Line – used to invalidate the price action if price moves against the conditions ➛ When price breaks the Break Line , the structure is confirmed and a Pending Order is placed at Swing B , with the Stop Loss set at Swing 1. ➛ If price breaks the Cancel Line first, the price action structure is immediately invalidated. ⚙️ Fibonacci Entry Zone & Change SL Settings ➩ When Fibo Entry Zone is set to 0, the Pending Order is placed directly at Swing B. ➩ When the value is greater than 0, the Pending Order is calculated using Fibonacci levels drawn from Swing B to the Stop Loss level. ➩ Change SL allows switching the Stop Loss reference between Swing 1 and Swing A. ⚙️ Min & Max Control for Swing Size : xATR When enabling Control Size Swing : xATR , the indicator filters Swing B based on the defined Min and Max range. This allows traders to selectively test larger or smaller swing-based price actions , depending on their trading strategy. ⭐ Pending Order Cancellation Conditions A Pending Order will be canceled under the following conditions: 1.A new Price Action signal appears on either the Buy or Sell side. 2.When Time Session is enabled, the Pending Order is canceled once price exits the selected session. 🕹 Order Management Rule When there is an active open position, the indicator restricts the creation of new Pending Orders to prevent overlapping positions. 💡 Double Pattern Example 💡 Triple Pattern Example ⚠️ Disclaimer This indicator is designed for technical analysis purposes only and does not constitute investment advice. Users should apply proper risk management and make decisions at their own discretion. 🥂 Community Sharing If you find parameter settings that work well or produce strong statistical results, feel free to share them with the community so we can improve and develop this indicator together.
Pine Script®策略
由Truth_Strategy_Indie提供
2
Capitulation Detector StrategyA multi-factor capitulation detector designed to identify exhaustion points in extended trends. It focuses on fading capitulation moves after multi-leg trends with extreme volume and price extension. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ THE CONCEPT Capitulation occurs when the last holders give up — panic selling into lows or euphoric buying into highs. These moments create asymmetric opportunities because: Sentiment becomes maximally skewed Weak hands are flushed out Price deviates far from equilibrium The "fuel" for continuation is exhausted ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ THE 6 FACTORS Trend Persistence — Price stays on one side of 38 EMA for 12+ bars, confirming a sustained directional move Acceleration — Price stays on one side of 5 EMA for 3+ bars, showing the move is accelerating into exhaustion Volume Spike — Current bar volume ≥ 2x the 20-bar average Body Expansion — Candle body ≥ 1.5x average, showing conviction/panic in the move Extension — Price is 2+ ATR away from the 38 EMA, indicating overextension from equilibrium Multi-Leg Structure — At least 3 consecutive lower lows (for longs) or higher highs (for shorts) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ SIGNAL LOGIC Bullish Capitulation: 4+ factors align + price below 38 EMA + down candle + volume spike Bearish Capitulation: 4+ factors align + price above 38 EMA + up candle + volume spike The strategy enters counter-trend, fading the exhaustion move. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ EXIT OPTIONS ATR-based stop loss (default: 2 ATR) ATR-based take profit (default: 3 ATR) Optional trailing stop Time filter for session-specific trading ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ BEST PRACTICES Works best on liquid instruments with clean trends More reliable after 3+ legs in the trend Higher conviction when daily AND intraday timeframes align "The bigger and more extended, the better" Consider VWAP as additional confirmation (not coded here) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ SETTINGS GUIDE Min Score: Increase for fewer, higher-quality signals Volume Spike Multiplier: 2x; increase for stricter filter Extension ATR: Higher values = more overextended setups only Trend Bars Min: Higher values = longer established trends required ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ALERTS Bullish Capitulation (potential long) Bearish Capitulation (potential short) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ DISCLAIMER This is a counter-trend strategy — inherently higher risk than trend-following. Always use proper position sizing and risk management. Backtest thoroughly on your specific instruments and timeframes.
Pine Script®策略
由MagnetickAI提供
Multi-MA + RSI Pullback Strategy (Jordan)1️⃣ Strategy logic I’ll code From your screenshots: Indicators • EMAs: 600 / 200 / 100 / 50 • RSI: length 6, levels 80 / 20 Rules (simplified so a script can handle them): • Use a higher-timeframe trend filter (15m or 1h) using the EMAs. • Take entries on the chart timeframe (you can use 1m or 5m). • Long: • Higher-TF trend is up. • Price is pulling back into a zone (between 50 EMA and 100 EMA on the entry timeframe – this approximates your 50–61% retrace). • RSI crosses below 20 (oversold). • Short: • Higher-TF trend is down. • Price pulls back between 50 & 100 EMAs. • RSI crosses above 80 (overbought). • Exits: ATR-based stop + take-profit with adjustable R:R (2:1 or 3:1). • Max 4 trades per day. News filter & “only trade gold” you handle manually (run it on XAUUSD and avoid news times yourself – TradingView can’t read the economic calendar from code).
Pine Script®策略
由jordana4r79提供
Strategia S&P 500 vs US10Y Yield (od 2000)This strategy explores the macroeconomic relationship between the equity market (S&P 500) and the debt market (10-Year Treasury Yield). Historically, rapid spikes in bond yields often exert downward pressure on equity valuations, leading to corrections or bear markets. The goal of this strategy is capital preservation. It attempts to switch to cash when yields are rising too aggressively and re-enter the stock market when the bond market stabilizes.
Pine Script®策略
由adamniestoj提供
Strategia S&P 500 vs US10Y YieldThis strategy explores the macroeconomic relationship between the equity market (S&P 500) and the debt market (10-Year Treasury Yield). Historically, rapid spikes in bond yields often exert downward pressure on equity valuations, leading to corrections or bear markets. The goal of this strategy is capital preservation. It attempts to switch to cash when yields are rising too aggressively and re-enter the stock market when the bond market stabilizes.
Pine Script®策略
由adamniestoj提供