Şimdi başlat

Grafik Desenleri

Grok/Claude Turtle Trend Pro Strategy Turtle Trend Pro Strategy: A Modern Implementation of the Legendary Turtle Trading System Historical Background: The Original Turtle Experiment In 1983, legendary commodities trader Richard Dennis made a bet with his partner William Eckhardt: could successful trading be taught, or was it an innate skill? To settle the debate, Dennis recruited and trained a group of novices—whom he called "Turtles" (inspired by turtle farms he'd visited in Singapore)—teaching them a complete mechanical trading system. The results were remarkable: over the next four years, the Turtles reportedly earned over $175 million, proving that systematic, rule-based trading could be taught and replicated. The strategy you've shared is a faithful modern adaptation of those original Turtle rules, enhanced with contemporary technical filters. Core Turtle Principles Preserved in This Strategy 1. Donchian Channel Breakouts (The Heart of Turtle Trading) The original Turtles used Donchian Channels—a simple concept where you track the highest high and lowest low over a specific lookback period. This strategy implements both original Turtle systems: System 1 (Default): 20-period entry breakout, 15-period exit System 2 (Optional): 55-period entry breakout, 20-period exit The logic is elegantly simple: Go long when price breaks above the highest high of the last 20 (or 55) periods Go short when price breaks below the lowest low of the last 20 (or 55) periods This captures the Turtle philosophy of trend-following through momentum breakouts—the idea that markets trending strongly in one direction tend to continue. 2. ATR-Based Position Sizing and Stops The Turtles were pioneers in using Average True Range (ATR) for risk management. This strategy preserves that approach: Stop Loss: Set at 2× ATR from entry (the original Turtle rule) ATR Period : 20 days (matching the original) The ATR stop adapts to market volatility—wider stops in volatile markets, tighter stops in calm ones—preventing premature exits while still protecting capital. 3. Opposite Channel Exit Rather than using arbitrary profit targets, the Turtles exited positions when price broke the opposite channel: Exit longs when price breaks below the 15-period (or 20-period) low Exit shorts when price breaks above the 15-period (or 20-period) high This allows winning trades to run while providing a systematic exit that doesn't rely on prediction. Modern Enhancements Beyond the Original System While the core mechanics remain true to 1983, this strategy adds sophisticated filters the original Turtles didn't have access to: Trend Filter (200 EMA) Only takes long trades when price is above the 200-period moving average (and the MA is sloping up), and vice versa for shorts. This aligns trades with the major trend, reducing whipsaws in choppy markets. Set of off by default and fully adjustable in settings. ADX Filter (Trend Strength) The Average Directional Index ensures trades are only taken when the market is actually trending (ADX > 20 threshold). The original Turtles suffered significant drawdowns in ranging markets—this filter addresses that weakness. Optional RSI Filter Adds overbought/oversold confirmation to entries, though this is disabled by default to stay closer to the original system. Volume Confirmation Optional requirement for volume surges on breakouts, adding conviction to signals. The Strategy's Risk Management Framework Parameter Setting Turtle Origin Position Size 10% of equity. Turtles used volatility-adjusted sizing. Stop Loss2× ATR. Original Turtle rule Commission 0.075%. Modern crypto exchange rate. Pyramiding Disabled. Turtles did pyramid, but simplified here. Visual Elements and Regime Detection The strategy includes a "Neural Fusion Pro" styled display that would make the original Turtles jealous: Color-coded Donchian Channels: Green (bullish), Red (bearish), Yellow (neutral) Trend Strength Meter: Combines ADX, price vs. MA distance, channel position, and DI spread Regime Classification : Automatically identifies Bull, Bear, or Neutral market conditions Information Panel: Real-time display of all key metrics Why Turtle Trading Still Works The genius of the Turtle system lies in its mechanical discipline. It removes emotion from trading by providing explicit rules for: What to trade (anything with sufficient liquidity and volatility) When to enter (channel breakouts) How much to trade (volatility-adjusted position sizing) When to exit (opposite breakout or ATR stop) This strategy faithfully preserves that mechanical approach while adding modern filters to improve the win rate in today's markets.
Pine Script® stratejisi
ralis24 tarafından
PyraTime Harmonic 369Concept and Methodology PyraTime Harmonic 369 is a quantitative time-projection tool designed to apply Modular Arithmetic to market analysis. Unlike linear time indicators, this tool projects non-linear integer sequences derived from Digital Root Summation (Base-9 Reduction). The core logic utilizes the mathematical progression of the 3-6-9 constants. By anchoring to a user-defined "Origin Pivot," the script projects three distinct harmonic triads to identify potential Temporal Confluence—moments where mathematical time cycles align with price action. Technical Features This script focuses on the Standard Scalar (1x) projection of the Digital Root sequence: The Root-3 Triad (Red): Projects intervals of 174, 285, 396. (Mathematical Sum: 1+7+4=12→3) The Root-6 Triad (Green): Projects intervals of 417, 528, 639. (Mathematical Sum: 4+1+7=12→3, inverted) The Root-9 Triad (Blue): Projects intervals of 741, 852, 963. (Mathematical Sum: 7+4+1=12→3... completion to 9) How to Use Set Anchor: Input the time of a significant High or Low in the settings. Select Resolution: This tool is optimized for 1-minute (Micro-Harmonics) and 15-minute (Intraday Harmonics) charts. Analyze Clusters: The vertical lines represent calculated harmonic intervals. Traders look for "Clusters" where a Root-3 and Root-9 cycle land on adjacent bars, indicating a high-probability pivot. System Architecture & Version Comparison This script represents the foundational layer of the PyraTime ecosystem. This Script (PyraTime Harmonic 369): Scalar: Standard 1x Multiplier only. Focus: Intraday & Micro-structure (1m, 15m). Engine: Core Digital Root Integers. PyraTime Harmonic Matrix (Advanced Edition): Scalar Engine: Unlocks Quad-Fractal (4x), Tri-Fractal (3x), and Bi-Fractal (2x) multipliers for institutional cycle analysis. Apex Logic: Auto-detection of the "963" Completion Sequence (Gold Highlight). Event Horizon: Includes a live Predictive Dashboard that calculates the time-delta to the next harmonic event across all scalar groups. Disclaimer This tool is for the educational analysis of Number Theory in financial markets. It projects time intervals and does not predict price direction. Past performance does not guarantee future results.
Pine Script® göstergesi
PyraTime tarafından
Crypto Signals & Overlays –29-11-2025Nebula Crypto Signals & Overlays Nebula is a multi-timeframe trend and momentum indicator designed for high-cap crypto pairs (BTC, ETH, SOL, DOGE, etc.). • Uses 21/50/200 EMAs + higher-timeframe EMA for trend filtering • RSI and Bollinger Bands for momentum and squeeze detection • Generates BUY/SELL labels on trend-side pullbacks • ATR line as a dynamic stop/target guide, plus pivot-based support/resistance zones • Background colors: green = bullish regime, red = bearish regime, yellow = low-volatility squeeze Not financial advice. Always backtest and use proper risk management before trading live.
Pine Script® göstergesi
kamransheikh70670 tarafından
RT-Mali Pivots & STD Liquidation LevelsIntroduction The Mali Pivots indicator is a tool that is able to highlight support and resistance levels in relation to the 9,10,11,12,13 and extended Mali Counts of the trending price action. While numerous traders trade these counts, this tool is unique in that it continues counting past these base levels and will mark extended runs coming to an end with a vertical Red or Green Column. The indicator identifies levels based on both 9,10,11,12,13 and extended Mali Counts, but splits them into both Support and Resistance levels and marks each level with a horizontal pivot. The level being Support/Resistance can be determined by the colors of the pivot. In addition, note that these pivot styles and colors can be edited in the tool settings. How It Works This calculation is based on the value of the current close compared to the close that happened four candles back. MaliCount:= close > close When this condition is true for 9,10,11,12 or 13 consecutive closes in a row, the indicator will mark the candle with the current number count as well as drawing a horizontal pivot to indicate the importance of the Mali Count price levels. When a count reaches important thresholds for the Mali Count, the indicator will: Label the candle with the current Mali Count. Draw a horizontal pivot at those important Mali Count price levels. Mark extended runs with a vertical red or green column when trends keep pushing beyond the minimum Mali Counts. The result is a visual map of where prior trend Mali Counts have completed and where price has historically reacted in the past. These levels are not trade signals by themselves, but they can be used as context when planning entries, exits, and risk. Patterns of Mali Counts At the core of the Mali Pivots Indicator is a tool that counts candles of a trend. Conceptually, it: Compares the current close to the close a few candles back to determine if the trend is still pressing in the same direction. Increments an internal Mali Count as long as the trend condition continues. Resets the Mali Count when the condition fails. When the Mali Count reaches the minimum consecutive qualifying closes, the indicator marks that candle with the Mali Count number and establishes a pivot on the important price levels. Because up and down trends are tracked separately, traders can see both bullish and bearish runs and where they completed. Pivots Each completed important Mali Count leaves behind a horizontal pivot that acts as a reference level on the chart. These pivots are split into support and resistance: Bullish Mali Counts leave pivots that often behave as support when price trades back into them from above. Bearish Mali Counts leave pivots that often behave as resistance when price trades back into them from below. Pivot colors indicate whether the level is currently treated as support or resistance, and these colors can be adjusted in the settings to match the trader’s chart style. Extended Trends Ending and Exhaustion One of the unique aspects of Mali Pivots is that it continues counting beyond the typical 9,10,11,12 and 13 thresholds. When a trend keeps running and the internal Mali Count reaches extended levels, the indicator can highlight that area with a vertical red or green column. These extended markers are designed to draw attention to trend legs that have pushed well beyond the usual Mali Counts. In many cases, these zones coincide with areas where trends begin to stall, consolidate, or reverse, but they should still be treated as context rather than automatic reversal signals. Scalp Trading Zone Some traders use Mali Pivots to frame shorter term trades between nearby support and resistance pivots. On example charts, this is sometimes called a “scalp trading zone” where: Active support and resistance pivots outline a defined price range. Traders can study how price reacts inside that zone before deciding if they want to participate. This is an optional usage pattern meant for review and study. The indicator itself does not define specific scalp entry or exit rules. Settings Mali Pivots Indicator includes a focused set of settings so traders can tune its visuals to their own charts: Standard Liquidation Levels - Liquidations On/Off - Toggles the tool on and off. - Dark Mode On/Off - Allows users to use settings for light/dark backgrounds. Mali Pivots - General Settings - Pivots Toggle - Toggles the Mali Pivots on and off. - Candle Color Toggle - Toggles the Candle Marker on and off. Mali Pivots - Mali Count Settings - 9/10/11/12/13 Number Toggle - Allows traders to turn off and on specific number displays on their chart. Mali Pivots - Extended Run Exhaustion - Extended Bearish/Bullish Trend Stop Toggle - Allows traders to control which extended run markers they want displayed on their chart. Mali Pivots - Color Settings - All Color Options - Allows traders to customize the coloring of the tool to match their specific requirements. How Traders Commonly Use Mali Pivots Tracking where important Mali Counts have completed in the past and how price reacts when it revisits those levels. Using pivots and extended columns as context when combining Mali Pivots with other tools such as RT-Main Indicator, volume, or broader market structure. Reviewing historical Mali Counts in Replay mode to better understand how different assets behave around completed Mali Counts and extended runs. In all cases, the Mali Pivots Indicator is designed to highlight structure and potential exhaustion zones, while trade execution remains at the trader’s discretion. What Makes This Tool Different Mali Pivots differs from simple counting tools in a few key ways: It tracks both the standard Mali Counts and extended Mali Counts that continue beyond the normal levels. It converts Mali Count completions into horizontal pivots that can act as long lived support or resistance references. It visually distinguishes extended trends with vertical columns so unusual runs are easy to spot on the chart. Standard Liquidation Levels This indicator also includes a simple liquidation level tool that projects where potential Longs and Shorts are vulnerable to being liquidated. This tool measures the base of the volume in the displayed candles and projects the following levels: 5X Liquidation Level - Longs & Shorts 10X Liquidation Level - Longs & Shorts 25X Liquidation Level - Longs & Shorts 50X Liquidation Level - Longs & Shorts Important Note Mali Pivots and Standard Liquidation Levels are intended to provide additional context around the trend's Mali Counts, support, and resistance. It is not a standalone signal generator and should always be used together with your own analysis, testing, and risk management. Historical trends and pivot reactions do not guarantee future results. 🐋 Tight lines and happy trading!
Pine Script® göstergesi
RainbowRunner144 tarafından
ahax – CRT V0 ahax – CRT V0 is an enhanced CRT indicator that works on candlestick formations and generates BUY/SELL signals when certain conditions are met. In this version, the classic CRT logic has been supplemented with additional controls for more stable operation, with a particular focus on reducing unnecessary signals. Each signal is generated based on the middle candlestick, and confirmation signals (+/-) can be displayed, if desired, based on the close of the next candle. The indicator works based on the relationship between the left candlestick, the middle candlestick, and the right candlestick. It provides quick visual feedback on points such as trend reversals, potential manipulation, or reaction zones. It is designed to be simple, clear, and clean, allowing you to adapt it to your own strategy. It does not include any risk management or trading recommendations.
Pine Script® göstergesi
AhaX_Trader tarafından
Smart Adaptive Double Patterns [The_lurker]Smart Adaptive Double Patterns This is an advanced technical indicator that combines two of the strongest and most renowned classical price reversal patterns: ✅ Double Bottom Pattern — a bullish reversal pattern that forms after a downtrend ✅ Double Top Pattern — a bearish reversal pattern that forms after an uptrend The indicator does not merely detect patterns — it provides a fully integrated, intelligent system that includes: ✅ Precise quality scoring for each pattern using 5 technical criteria ✅ Automatic price target calculation at three levels (Conservative, Balanced, Aggressive) ✅ Multi-layer dynamic filtering to avoid false signals ✅ Live pattern tracking from formation to target achievement or failure ✅ Comprehensive alert system covering all possible trading scenarios 🎯 Why Is This Indicator Unique? 1️⃣ High Detection Accuracy Unlike traditional indicators that rely on simple rules, this one applies 5 strict structural conditions to confirm pattern validity: A clear trend must precede the pattern High symmetry between the two bottoms or two tops No break of critical price levels during formation Logical spacing between key points Technical confirmation from ADX, ATR, and Volume 2️⃣ Advanced Quality Scoring System Each pattern is scored out of 100 based on 5 weighted criteria: Symmetry (30%): How closely the two bottoms or tops match Trend Strength (20%): Strength of the prior trend Volume Behavior (20%): Trading activity at critical points Pattern Depth (15%): Vertical distance between neckline and bottom/top Structural Integrity (15%): Full compliance with structural rules 3️⃣ Smart Target Management Separate targets for bullish (Double Bottom) and bearish (Double Top) patterns Separate projections for success and failure cases Multiple options: Conservative (0.618) / Balanced (1.0) / Aggressive (1.618) Live tracking with dynamic moving lines 4️⃣ Professional Failure Handling Failed patterns are not ignored — they are turned into counter-trend opportunities: Failed Double Bottom → triggers a bearish signal with downside targets Failed Double Top → triggers a bullish signal with upside targets Automatic color change for clear visual distinction 5️⃣ Full Customization Flexibility Enable/disable each pattern independently 22+ adjustable settings Unique colors for each pattern and quality level Full bilingual support (Arabic / English) 📐 Pattern Details 🟦 Double Bottom Pattern Sequence of points: 🔹 Point 1: Peak marking the start of a strong downtrend 🔹 Point 2 (Bottom 1): First low — first key bounce 🔹 Point 3: Intermediate high — forms the neckline (resistance) 🔹 Point 4 (Bottom 2): Second low — should closely match Bottom 1 🔹 Point 5: Breakout point — pattern confirmation Mandatory Conditions: ✅ Clear downtrend before Point 2 ✅ Bottoms 2 & 4 nearly identical (≤1.5% difference by default) ✅ Point 3 higher than both bottoms ✅ Neither bottom is broken during formation ✅ Sufficient time between points (≥10 candles by default) ✅ Success Scenario → Price breaks above the neckline (Point 3) → Point 5 is plotted at breakout candle → Dashed vertical line drawn from Point 5 to target → Horizontal dashed line tracks price toward target → Dashboard shows: Pattern Type | Quality | Rating | Target | Status → When target hits: line turns green + ✅ appears 🎯 Target Calculation Pattern Height = Point 3 − Point 4 • Conservative: Point 3 + (Height × 0.618 × Quality Factor) • Balanced: Point 3 + (Height × 1.0 × Quality Factor) • Aggressive: Point 3 + (Height × 1.618 × Quality Factor) ❌ Failure Scenario → Price breaks below both Bottom 1 or Bottom 2 before neckline breakout Visual Changes: All lines turn red Red ✖ appears at breakdown candle Neckline stops expanding Red dashed vertical line from breakdown point to bearish target Red horizontal tracking line follows price Dashboard updates to: ⚠ Failed Bottom – Bearish → Shows new bearish target → Indicates target mode for failure case → Status: Bearish Reversal → Fully red display 🟥 Double Top Pattern Sequence of points: 🔹 Point 1: Trough marking the start of a strong uptrend 🔹 Point 2 (Top 1): First peak — first key resistance 🔹 Point 3: Intermediate low — forms the neckline (support) 🔹 Point 4 (Top 2): Second peak — should closely match Top 1 🔹 Point 5: Breakdown point — pattern confirmation Mandatory Conditions: ✅ Clear uptrend before Point 2 ✅ Tops 2 & 4 nearly identical (≤1.5% difference by default) ✅ Point 3 lower than both tops ✅ Neither top is breached during formation ✅ Sufficient time between points (≥10 candles by default) ✅ Success Scenario → Price breaks below the neckline (Point 3) → Point 5 is plotted at breakdown candle → Dashed vertical line drawn to target → Horizontal tracking line moves with price → Dashboard updates accordingly → Green line + ✅ on hit 🎯 Target Calculation Pattern Height = Point 4 − Point 3 • Conservative: Point 3 − (Height × 0.618 × Quality Factor) • Balanced: Point 3 − (Height × 1.0 × Quality Factor) • Aggressive: Point 3 − (Height × 1.618 × Quality Factor) ❌ Failure Scenario → Price breaks above either Top 1 or Top 2 before neckline breakdown Visual Changes: All lines turn cyan (light blue) Cyan ✖ appears at breakout candle Neckline stops expanding Cyan dashed vertical line to bullish target Cyan horizontal tracking line follows price Dashboard updates to: ⚠ Failed Top – Bullish → Shows new bullish target → Indicates target mode for failure case → Status: Bullish Reversal → Fully cyan display 🎯 Upside Target (after Double Top failure) Max Top = max(Point 2, Point 4) Height = Max Top − Point 3 • Conservative: Max Top + (Height × 0.618) • Balanced: Max Top + (Height × 1.0) • Aggressive: Max Top + (Height × 1.618) 📊 Quality Scoring System (0–100) 1️⃣ Symmetry (30%) Measures price match between the two bottoms or two tops. High score (25–30): Near-perfect symmetry → very strong pattern Medium (15–24): Good match → reliable signal Low (5–14): Weak symmetry → use caution Zero: No symmetry → invalid pattern 2️⃣ Trend Strength (20%) Uses ADX and DI indicators. 20 pts: Strong trend confirmed (e.g., ADX ≥ 20 + correct DI alignment) 10 pts: Trend filter disabled 6 pts: Weak or sideways trend 3️⃣ Volume Behavior (20%) Declining volume on second touch is a positive sign (shows exhaustion). 15–20 pts: Clear volume drop → strong signal 10 pts: Neutral volume 6 pts: Rising volume → higher risk of continuation 4️⃣ Pattern Depth (15%) Deeper patterns = stronger reversals. 12–15 pts: Deep → high reversal power 8–11 pts: Medium → acceptable <8 pts: Shallow → weak signal 5️⃣ Structural Integrity (15%) Checks logical structure (e.g., Point 1 > Point 3 in Double Bottom). 12–15 pts: Ideal structure 8–11 pts: Minor flaws <8 pts: Poor setup 📈 Final Quality Rating & Colors • 85–100 → ⭐ Excellent  → Double Bottom: Cyan #00BCD4  → Double Top: Light Red #FF5252 • 75–84 → ✨ Very Good • 65–74 → ✓ Good • 60–64 → ○ Acceptable  → All use Amber #FFC107 • <60 → ❌ Rejected (not shown)  → Gray #9E9E9E 🔧 Dynamic Filters 1️⃣ ATR Filter (Volatility Check) Rejects patterns in abnormally high volatility periods. → If current ATR > 1.8 × 50-period ATR MA → pattern rejected ✅ Recommended for crypto, small caps ❌ Optional for calm markets (gold, bonds) 2️⃣ ADX Filter (Trend Confirmation) Ensures a real trend exists before the pattern. → If ADX < 14 (70% of default 20) → pattern rejected ✅ Strongly recommended (keep ON) 3️⃣ Volume Filter (Behavior Validation) Not used to reject patterns, but strongly affects quality score. ✅ Best for liquid markets (Forex majors, large stocks) ❌ Optional for illiquid assets ⚙️ Key Settings Explained 🔘 General Settings • Language: Arabic / English • Show Previous Patterns: Yes / No  → “No” keeps chart clean; “Yes” for historical review 🔘 Pattern Selection • Enable Double Bottom: ✅ / ❌ • Enable Double Top: ✅ / ❌ → Use combinations:  ✅✅ → Full reversal scanning  ✅❌ → Long setups only  ❌✅ → Short setups only  ❌❌ → Indicator OFF 🔘 Detection Parameters • Pivots Left (1–20): Higher = more reliable, fewer patterns • Pivots Right (1–20): Lower = faster signals • Min Width (5–100): Min candles between Bottom/Top 1 & 2 • Tolerance % (0.1%–5%): Max allowed price difference • Min Arm (5–50): Min candles between pivot & neckline • Min Trend (5–50): Min candles in prior trend • Trend Lookback (50–500): How far back to detect trend start • Extension Multiplier (1.0–5.0): How long to wait for breakout 🔘 Quality Settings • Min Quality Score (0–100):  → Conservative: 75–85  → Balanced: 60–70  → Flexible: 50–55 • Custom Weights: Adjust based on market (e.g., increase Volume weight in Forex) 🔘 Target Settings • Bottom Bullish Target: Conservative / Balanced / Aggressive • Bottom Bearish Target: (used on failure) • Top Bearish Target: Conservative / Balanced / Aggressive • Top Bullish Target: (used on failure) 🔘 Visual Settings • Label Size: Small / Normal / Large / Huge • Pattern Colors: Fully customizable • Table: Show/Hide + Size (Small/Normal/Large) + Position (Top-Right / Top-Left / Bottom-Right / Bottom-Left) • Fill Transparency: 70%–95% (default: 85%) 🔔 Alert System (8 Independent Alerts) 📌 Double Bottom Alerts Bullish Breakout → “Double Bottom Breakout – Bullish!” Bullish Target Hit → “Bullish Target Achieved!” Failure (Bearish) → “Double Bottom Failed – Bearish!” Bearish Target Hit → “Bearish Target Achieved (Failure)!” 📌 Double Top Alerts Bearish Breakdown → “Double Top Breakdown – Bearish!” Bearish Target Hit → “Bearish Target Achieved!” Failure (Bullish) → “Double Top Failed – Bullish!” Bullish Target Hit → “Bullish Target Achieved (Failure)!” Each alert can be enabled/disabled independently and supports pop-ups, emails, or webhooks. ⚠️ Disclaimer: This indicator is for educational and analytical purposes only. It does not constitute financial, investment, or trading advice. Use it in conjunction with your own strategy and risk management. Neither TradingView nor the developer is liable for any financial decisions or losses.
Pine Script® göstergesi
The_lurker tarafından
5
MYPYBiTE.com – Trend MAsI wrote this simple script to track momentum and associate my personal webpage with the development projects I do as a hobby. Technical information is a powerful way to understand trends and I included the various variables I use. Please as always considering that the trend is not the only component to investing and trading and fundamental information provides a compliment to the diligence employed by any serious trader or investor.
Pine Script® göstergesi
FuriousStylez tarafından
GOLD EMA Crossover Strategy This EMA Crossover Strategy is designed for intraday trading on the 5-minute chart. It uses three EMAs (fast, mid, slow) to identify momentum shifts and trigger long or short entries. Risk management is dollar-based, with default settings of $100 risk per trade and $300 profit target. Entries are taken when the fast EMA crosses above/below the mid or slow EMA, with stops and targets calculated dynamically. The strategy runs across all hours and uses fixed position sizing (default 3 contracts). It is intended as a framework for traders to adapt and optimize to their own instruments and risk preferences.
Pine Script® stratejisi
crtaylor55 tarafından
Full Regime Engine – Trend / Mean Revert / No-Trade🚀 Full Regime Engine Strategy: Trend / Mean Revert / No-Trade This comprehensive strategy, named the Full Regime Engine, is designed to adapt its trading logic based on prevailing market conditions, classifying the market into three distinct regimes: Trend, Mean Reversion (MR), and No-Trade. It uses a combination of Average True Range (ATR) volatility ratio and the Average Directional Index (ADX) to determine the current regime, ensuring the appropriate entry and exit logic is applied. ⚙️ How the Regime Engine Works The strategy uses two core indicators to define the market regime: Volatility Ratio (ATR / SMA of ATR): High Volatility Ratio (above highVolThr) suggests an active, potentially trending market. Low Volatility Ratio (below lowVolThr) suggests a calmer, mean-reverting environment. Average Directional Index (ADX): High ADX (above adxTrendMin) confirms the strength of a potential trend. Low ADX (below adxChopMax) confirms a weak, non-directional, or choppy market suitable for mean reversion. The regimes are defined as follows: 🟢 Trend Regime: High Volatility Ratio AND High ADX. 🔵 Mean Reversion (MR) Regime: Low Volatility Ratio AND Low ADX. ⚫ No-Trade Regime: Any other condition, including outside of the defined session/time filters. 🎯 Entry and Exit Logic by Regime The strategy employs a different entry and exit approach for each active regime: 1. Trend Regime (Pullback Entries) Definition: The trend is established using a cross of Fast and Slow EMAs (emaFastLen and emaSlowLen). Entry Signal: A pullback entry, where the price momentarily touches the Fast EMA and then closes back in the direction of the trend. Long: low <= Fast EMA and close > Fast EMA (during a bullish trend). Short: high >= Fast EMA and close < Fast EMA (during a bearish trend). Risk Management: Uses a wider Stop Loss (slTrend) and Take Profit (tpTrend) based on ATR multiples, reflecting the expectation of larger moves in a trending market. 2. Mean Reversion Regime (VWAP Deviation Fades) Definition: Trades the fade of extreme price movements back towards the Volume-Weighted Average Price (VWAP). Entry Signal: Price is significantly deviated from VWAP (measured in ATR multiples mrDevATR) and shows a reversal candle. Long (Fade Short): Price is far below VWAP (devZ < -mrDevATR) and the current candle is bullish (close > open). Short (Fade Long): Price is far above VWAP (devZ > mrDevATR) and the current candle is bearish (close < open). Risk Management: Uses a tighter Stop Loss (slMR) and Take Profit (tpMR) based on ATR multiples, suitable for capturing smaller moves near the mean. ⏱️ Time-Based Filters The strategy includes robust time filters to only trade during periods with higher liquidity and predictable activity: RTH Session Filter: Trades only within the defined "Regular Trading Hours" session (sessionStr). Midday Filter: Optionally avoids the typically slow and choppy midday trading hours (11:00–13:00). 📊 Visuals & Customization Background Colors: The chart background automatically colors to display the current regime: Green for Trend, Blue for Mean Revert, and Gray for No-Trade. Plot Shapes: Distinct shapes and labels mark the raw entry signals for both Trend (Triangles) and Mean Reversion (Circles). ATR Exits: Plots the dynamically calculated Stop Loss (Red) and Take Profit (Green) lines based on the trade's entry mode (Trend or MR). 💡 Note: This is a comprehensive engine that requires careful optimization of the input parameters for your specific instrument and timeframe. Start with the default settings and adjust the regime thresholds (ATR Ratio and ADX) and the risk/reward multiples (SL/TP) to suit your trading style.
Pine Script® stratejisi
Pogchamp99 tarafından
RT-Machine Learning Reversion BandsMachine Learning Reversion Bands is a support and resistance tool designed to highlight where trends have historically reverted and where price is pushing into unusually extreme territory. It plots two sets of bands around price so traders can see both standard reversion zones and more extreme, machine learning levels that adapt and learn from the chart over time. Introduction The Machine Learning Reversion Bands tool utilizes an algorithm that learns from the chart’s full visible history. Instead of manually scanning through years of candles, the script studies the data and builds machine learning bands that respond to how the asset has actually behaved over time. This version retains the original red and green Reversion Bands and adds a second set of dynamic Machine Learning Bands that adapt to volatility. This gives the trader four levels to reference: Red and Green Reversion Bands for more traditional support and resistance reversion zones. Cyan and Orange Machine Learning Bands that adapt as new extremes form on the chart. The red and green bands are tuned for more typical reversion behavior, while the cyan and orange bands are focused on those moves where price stretches beyond its usual range. This can help frame potential entries, exits, and risk around both normal and more extreme conditions. Support Versus Resistance Machine Learning Reversion Bands tracks four main levels of support and resistance: Green and Red Bands - Standard Reversion Bands These bands mark more common reversion points for many assets. They highlight areas where trends have historically run into exhaustion and reverted back toward the mean. When price approaches these zones, it is often interacting with regions where prior swings have slowed, paused, or reversed. Cyan and Orange Bands - Machine Learning Reversion Bands The cyan and orange band algorithm studies the asset by looking back at every candle that is available on the chart (as far as the user can scroll left). If there is a decade of data, the algorithm will use that full decade to learn how the asset has behaved in the past and then project where these cyan and orange bands should be overlaid. In short, these ML bands give traders a view of where the tool estimates the more extreme extensions of a trend may be, based on historical behavior. In many cases, price will only touch the cyan and orange bands when it is moving into unusually strong or weak levels relative to its own past. Each time trends reach these orange or cyan levels, the tool updates from that price action so that its future projections continue to reflect what has already been seen. A historical example of the cyan bands adapting to extreme bullish behavior on a DOGE chart. A historical example of the cyan bands projecting resistance levels in an extremely bullish trend. A historical example of the orange bands adapting to an EOS chart. A second historical example of the orange bands adapting to a Ford chart. Example Charts The following examples show how price has interacted with the bands in specific historical periods. They are intended as illustrations of behavior, not as performance guarantees: Tron - H4 - TRXUSDT - December 2024 Nvidia - H4 - NVDA - March 2020 Tesla - H4 - TSLA - April 2022 These historical example charts can be used to visually review how price has interacted with the bands in the past. They are illustrations of behavior, not performance statistics. Settings and Tuning Reversion Alert Markers are used to visualize when price is interacting with the bands and to help traders monitor potential reversion events. When enabled, these markers plot whenever price meets the internal conditions for a reversion touch inside one of the bands. These markers can be toggled on and off in the settings of the tool. The markers can also be set to custom text/emojis per the trader's preferences: The Bands can also be adjusted manually to fine tune the chart specifically to the asset that the trader is buying/selling: Smoothness Adjuster - Adjusts how sensitive the Bands are to price action. Top Bands Height Adjuster - Adjusts the vertical height of the Upper Bands. Bottom Bands Height Adjuster - Adjusts the vertical height of the Lower Bands. The Bands themselves can also be adjusted visually to suit each trader's preference. The borders of the Reversion Bands as well as the shading of the Reversion Bands themselves can be adjusted to be brighter or darker by adjusting these two settings: Band Transparency Adjuster - Adjusts the opacity of the Reversion Bands. Border Transparency Adjuster - Adjusts the opacity/brightness of the Borders that are drawn around the Bands. Example of the Reversion Bands and the Borders being set to be extremely bright: Example of the Reversion Bands and Borders set to be more transparent: The colors of the Bands and Borders can also be adjusted to meet the preferences of the trader. Below you can see each Band color being adjusted: Candle Filtering is an advanced tuning option that traders can use to enable the Reversion Alert Markers to only trigger during extreme price action movements that are tracked using the RT-Main Indicator. Below is an example of Reversion Alert Markers operating in conjunction with the Colored Candles of the RT-Main Indicator running the default settings. By default, every candle color will trigger an Alert Marker when inside the Reversion Bands: With Candle Filtering options enabled, the trader can set their chart to only display Alert Markers for White and Pink Candles that print from the RT-Main Indicator inside the Reversion Bands: For traders that utilize custom tunes on the RT-Main Indicator, the Reversion Bands Tool also has settings that can be used to bring the Pink/White Candle Filtering in synch with custom Candle Settings of the RT-Main Indicator: Alert Automation When setting up alerts for this tool, traders generally follow these parameters: 1st Condition - Select the RT-Machine Learning Reversion Bands Indicator. 2nd Condition - Select the desired alert condition that you want to monitor: Entering Green Band | Cyan Band | Red Band | Orange Band. Interval - Select Same as Chart. Trigger - Select Once Per Bar Close. This approach allows the tool to serve as a visual and alert-based context layer for potential reversion areas, while entries, exits, and order execution remain under the trader's control. How Traders Commonly Use The Bands Some common ways traders incorporate Machine Learning Reversion Bands into their workflow include: Using the Green and Red Bands as reference points for more "typical" mean reversion areas within an ongoing trend. Watching the Cyan and Orange Bands for rare extensions that may mark areas of extreme strength or weakness relative to the asset's historical behavior. Combining Band touches with other tools such as RT-Main Indicator, pivots, or volume context to build confluence around potential trade locations. Reviewing past behavior in Replay mode to see how different assets have reacted to Band touches during various market regimes. The tool is designed to act as a support and resistance map that adapts to each asset's history, rather than a rigid rule set. What Makes This Tool Different While many indicators draw static channels or volatility bands, Machine Learning Reversion Bands are designed to: Retain the familiar behavior of the classic Red and Green Reversion Bands while adding a second Machine Learning layer. Learn from all available chart history to estimate where more extreme extensions have historically occurred in the past. Provide four distinct Band levels so traders can distinguish between normal reversion zones and more unusual extremes. Offer optional markers and alert integration so reversion interactions can be tracked without watching every candle. Important Note Machine Learning Reversion Bands are intended to provide additional context around support, resistance, and potential mean reversion zones. They are not a standalone signal generator and should always be used together with your own analysis, testing, and risk management. Historical interactions with the Bands, including any back-test style examples, do not guarantee future results. 🐋 Tight lines and happy trading!
Pine Script® göstergesi
RainbowRunner144 tarafından