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Machine Learning Moving Average [BackQuant]Machine Learning Moving Average A powerful tool combining clustering, pseudo-machine learning, and adaptive prediction, enabling traders to understand and react to price behavior across multiple market regimes (Bullish, Neutral, Bearish). This script uses a dynamic clustering approach based on percentile thresholds and calculates an adaptive moving average, ideal for forecasting price movements with enhanced confidence levels. What is Percentile Clustering? Percentile clustering is a method that sorts and categorizes data into distinct groups based on its statistical distribution. In this script, the clustering process relies on the percentile values of a composite feature (based on technical indicators like RSI, CCI, ATR, etc.). By identifying key thresholds (lower and upper percentiles), the script assigns each data point (price movement) to a cluster (Bullish, Neutral, or Bearish), based on its proximity to these thresholds. This approach mimics aspects of machine learning, where we “train” the model on past price behavior to predict future movements. The key difference is that this is not true machine learning; rather, it uses data-driven statistical techniques to "cluster" the market into patterns. Why Percentile Clustering is Useful Clustering price data into meaningful patterns (Bullish, Neutral, Bearish) helps traders visualize how price behavior can be grouped over time. By leveraging past price behavior and technical indicators, percentile clustering adapts dynamically to evolving market conditions. It helps you understand whether price behavior today aligns with past bullish or bearish trends, improving market context. Clusters can be used to predict upcoming market conditions by identifying regimes with high confidence, improving entry/exit timing. What This Script Does Clustering Based on Percentiles : The script uses historical price data and various technical features to compute a "composite feature" for each bar. This feature is then sorted and clustered based on predefined percentile thresholds (e.g., 10th percentile for lower, 90th percentile for upper). Cluster-Based Prediction : Once clustered, the script uses a weighted average, cluster momentum, or regime transition model to predict future price behavior over a specified number of bars. Dynamic Moving Average : The script calculates a machine-learning-inspired moving average (MLMA) based on the current cluster, adjusting its behavior according to the cluster regime (Bullish, Neutral, Bearish). Adaptive Confidence Levels : Confidence in the predicted return is calculated based on the distance between the current value and the other clusters. The further it is from the next closest cluster, the higher the confidence. Visual Cluster Mapping : The script visually highlights different clusters on the chart with distinct colors for Bullish, Neutral, and Bearish regimes, and plots the MLMA line. Prediction Output : It projects the predicted price based on the selected method and shows both predicted price and confidence percentage for each prediction horizon. Trend Identification : Using the clustering output, the script colors the bars based on the current cluster to reflect whether the market is trending Bullish (green), Bearish (red), or is Neutral (gray). How Traders Use It Predicting Price Movements : The script provides traders with an idea of where prices might go based on past market behavior. Traders can use this forecast for short-term and long-term predictions, guiding their trades. Clustering for Regime Analysis : Traders can identify whether the market is in a Bullish, Neutral, or Bearish regime, using that information to adjust trading strategies. Adaptive Moving Average for Trend Following : The adaptive moving average can be used as a trend-following indicator, helping traders stay in the market when it’s aligned with the current trend (Bullish or Bearish). Entry/Exit Strategy : By understanding the current cluster and its associated trend, traders can time entries and exits with higher precision, taking advantage of favorable conditions when the confidence in the predicted price is high. Confidence for Risk Management : The confidence level associated with the predicted returns allows traders to manage risk better. Higher confidence levels indicate stronger market conditions, which can lead to higher position sizes. Pseudo Machine Learning Aspect While the script does not use conventional machine learning models (e.g., neural networks or decision trees), it mimics certain aspects of machine learning in its approach. By using clustering and the dynamic adjustment of a moving average, the model learns from historical data to adjust predictions for future price behavior. The "learning" comes from how the script uses past price data (and technical indicators) to create patterns (clusters) and predict future market movements based on those patterns. Why This Is Important for Traders Understanding market regimes helps to adjust trading strategies in a way that adapts to current market conditions. Forecasting price behavior provides an additional edge, enabling traders to time entries and exits based on predicted price movements. By leveraging the clustering technique, traders can separate noise from signal, improving the reliability of trading signals. The combination of clustering and predictive modeling in one tool reduces the complexity for traders, allowing them to focus on actionable insights rather than manual analysis. How to Interpret the Output Bullish (Green) Zone : When the price behavior clusters into the Bullish zone, expect upward price movement. The MLMA line will help confirm if the trend remains upward. Bearish (Red) Zone : When the price behavior clusters into the Bearish zone, expect downward price movement. The MLMA line will assist in tracking any downward trends. Neutral (Gray) Zone : A neutral market condition signals indecision or range-bound behavior. The MLMA line can help track any potential breakouts or trend reversals. Predicted Price : The projected price is shown on the chart, based on the cluster's predicted behavior. This provides a useful reference for where the price might move in the near future. Prediction Confidence : The confidence percentage helps you gauge the reliability of the predicted price. A higher percentage indicates stronger market confidence in the forecasted move. Tips for Use Combining with Other Indicators : Use the output of this indicator in combination with your existing strategy (e.g., RSI, MACD, or moving averages) to enhance signal accuracy. Position Sizing with Confidence : Increase position size when the prediction confidence is high, and decrease size when it’s low, based on the confidence interval. Regime-Based Strategy : Consider developing a multi-strategy approach where you use this tool for Bullish or Bearish regimes and a separate strategy for Neutral markets. Optimization : Adjust the lookback period and percentile settings to optimize the clustering algorithm based on your asset’s characteristics. Conclusion The Machine Learning Moving Average offers a novel approach to price prediction by leveraging percentile clustering and a dynamically adapting moving average. While not a traditional machine learning model, this tool mimics the adaptive behavior of machine learning by adjusting to evolving market conditions, helping traders predict price movements and identify trends with improved confidence and accuracy.
Pine Script® göstergesi
BackQuant tarafından
8
MACD Overlay v1 [JopAlgo]Meet the MACD you can trade directly from the chart. MACD Overlay v1 doesn’t just plot an oscillator somewhere below— it puts value, momentum, and participation on your candles, and it refuses to fire inside chop. When a triangle prints, it’s because energy released (expansion), not because the chart looked cute. What it is: An execution-ready MACD overlay with phase gating (Expansion-Only), participation gating (Weakness-Lite), and one-click Classic vs VW-MACD Compare—all adaptive, with minimal inputs. What’s in v1 (feature set) Overlay ribbon on price: Fast/Slow MACD value rendered as a price-level ribbon with contextual fill and optional candle tint. Dual value model: Classic MA-MACD (EMA/SMA) and VW-MACD (Rolling VWAP fast/slow). Compare mode: A/B Classic vs VW-MACD with a VW ghost ribbon. Weakness-Lite (1-bar, adaptive): Gates/fades low-participation crosses using RVOL deficit, Effort-vs-Result failure, and over-extension vs value/ATR (Strict adds wick pressure). Expansion-Only (Impulse/Squeeze): Triangles print only when a cross coincides with a true-range burst and a histogram-slope ignition out of compression. Signal hygiene: ±1-bar proximity around crosses, slope awareness, 2-bar debounce. Explainable filtering: Tiny gray dots show crosses that were intentionally filtered (weak and/or no expansion). How to use: Use defaults: Mode Classic, Gate by Weakness ON, Expansion-Only ON, Sensitivity Auto. Read signals fast: Solid triangle = cross + expansion confirmed (+ not weak if gate is ON). Faded triangle = cross + expansion but weak participation (visible only when gate is OFF). Gray dot = there was a cross, but it was filtered (no genuine expansion or weak & gated). Validate quickly: Flip Compare to check VW-MACD agreement. Classic + VW alignment usually improves confidence. Why overlay > sub-pane oscillator You see where the cross occurs: relative to value, local structure, and S/R, right on price. The ribbon exposes regime shifts; tint hints expansion vs contraction at a glance. Execution becomes more context-aware and less “signal-in-a-vacuum.” Signals & visuals Triangles (solid): MACD crossed Signal and market showed expansion out of compression; if Gate by Weakness is ON, triangle prints only with acceptable participation. Triangles (faded): Same as above but weak (shown only when you turn the gate OFF). Gray dots: Crosses that were filtered (no expansion and/or Weakness gate). Ribbon: Fast vs Slow value (Classic or VW, according to Mode). Fill and candle tint reflect expansion/contraction. Inputs Calculation Mode: Classic | VW | Compare VW uses Rolling VWAP fast/slow. Compare: Classic is primary; VW shows as a ghost ribbon for A/B checks. Gate triangles by Weakness: ON/OFF Uses RVOL, Effort-vs-Result, extension vs value/ATR (Strict adds wick-pressure). Sensitivity: Off / Auto / Strict (default Auto). Expansion-Only (Impulse/Squeeze): ON/OFF Requires compression → release: tight ribbon + flat momentum, then TR/ATR burst with hist slope flip / cross proximity. Display: Ribbon / Candle Tint / Weakness Markers. Advanced (optional): Evaluate Weakness only near signals, Channel (k × |MACD|), Style Preset. No numeric thresholds to tune—all filters self-calibrate from rolling stats. Best practices 4H crypto: Defaults are strong—Auto, Gate ON, Expansion-Only ON. Clean trends: If you feel you miss some tidy resumptions, briefly toggle Expansion-Only OFF. Choppy regimes: Set Sensitivity → Strict to cut more noise without adding lag. Confirmation: Use Compare; Classic + VW alignment typically yields better follow-through. Alerts MACD Signal Cross Up/Down — execution-grade (use Once per bar close). Weakness-Lite Flag — optional context alert to help audit filtered crosses. Attribution & License Attribution: Based on the algorithmic concept of TradingView’s built-in MACD (fast MA – slow MA, signal, histogram). No original TradingView source code is redistributed; overlay rendering, VW-MACD, Weakness-Lite, Expansion-Only, gating visuals, and UX are new work. License: MPL-2.0. Educational purposes only—not financial advice.
Pine Script® göstergesi
JopAlgo tarafından
Mustang Algo - Engulfing Detector🐎 MUSTANG ALGO - ENGULFING DETECTOR An advanced engulfing candlestick pattern detector with customizable filters for more precise trading signals. ═══════════════════════════════════════ 📊 WHAT IS THIS INDICATOR? The Mustang Algo Engulfing Detector identifies bullish and bearish engulfing patterns with advanced filtering options to reduce false signals and improve trade quality. This indicator helps traders spot high-probability reversal opportunities based on candlestick patterns and trend confirmation. ═══════════════════════════════════════ ✨ KEY FEATURES 🔹 Engulfing Pattern Detection • Bullish Engulfing: Identifies potential bullish reversals • Bearish Engulfing: Identifies potential bearish reversals • Real-time signal labels (BUY/SELL) 🔹 Size Filter • Filter out small, insignificant candles • Adjustable minimum body size percentage • Optional filter for the engulfed candle size • Ensures only strong patterns are detected 🔹 EMA Trend Filter • Customizable EMA period (default: 200) • BUY signals only above EMA (uptrend) • SELL signals only below EMA (downtrend) • Visual EMA line on chart • Reduces counter-trend false signals ═══════════════════════════════════════ 🎯 HOW TO USE 1. Add the indicator to your chart 2. Adjust the filters according to your trading style 3. Wait for BUY (green) or SELL (red) labels 4. Confirm with your own analysis and risk management 5. Trade in the direction of the signal ⚠️ IMPORTANT: This indicator should be used in conjunction with proper risk management and additional analysis. No indicator is 100% accurate. ═══════════════════════════════════════ ⚙️ CUSTOMIZABLE SETTINGS 📏 Size Filter Group: • Enable/Disable size filtering • Min Body Size (%): Minimum candle body size to generate signals (0.01% - 10%) • Check Engulfed Candle Size: Also verify the size of the engulfed candle • Min Engulfed Body Size (%): Minimum size for the engulfed candle 📈 EMA Filter Group: • Enable/Disable EMA filtering • EMA Length: Period for the EMA calculation (default: 200) • Show EMA on Chart: Display the EMA line ═══════════════════════════════════════ 💡 BEST PRACTICES ✅ Use on higher timeframes (4H, Daily) for better reliability ✅ Combine with support/resistance levels ✅ Wait for candle close confirmation before entering ✅ Use proper stop-loss and take-profit levels ✅ Consider market context and overall trend ❌ Don't trade every signal blindly ❌ Don't ignore risk management ❌ Don't use on very low timeframes without additional filters ═══════════════════════════════════════ 📈 RECOMMENDED SETTINGS Conservative Trading: • Min Body Size: 0.8% - 1.0% • EMA Filter: Enabled (200 period) • Check Engulfed Size: Enabled Aggressive Trading: • Min Body Size: 0.3% - 0.5% • EMA Filter: Disabled or lower period (50-100) • Check Engulfed Size: Disabled ═══════════════════════════════════════ 🔒 DISCLAIMER This indicator is provided for educational and informational purposes only. Past performance is not indicative of future results. Always conduct your own research and use proper risk management. Trading involves substantial risk of loss. ═══════════════════════════════════════ Created by Mustang Algo Version 1.0 If you find this indicator helpful, please leave a like and comment! 🚀
Pine Script® göstergesi
MustangAlgo tarafından
Ultimate Sclaping IndicatorOverview The Confluence Signal Indicator is a precision-built scalping tool designed to identify high-probability reversal points in the market. It combines three core technical elements: Trend Mean reversion Momentum into a single, efficient system. By filtering out weak RSI signals and focusing only on setups that align with trend direction and recent momentum shifts, this indicator delivers cleaner and more accurate short-term trade signals. Core Components 200-Period Moving Average (MA200, 5-Minute Timeframe) The MA200 is always calculated from the 5-minute chart, regardless of your current timeframe. It defines the macro trend direction and ensures that all trades align with the prevailing momentum. Session VWAP (Volume-Weighted Average Price) The VWAP tracks the real-time average price weighted by volume for the current trading session. It acts as a dynamic mean-reversion level and helps identify key areas of institutional activity and short-term balance. RSI (Relative Strength Index) The indicator uses a standard 14-period RSI to detect overbought and oversold market conditions. A “recency filter” is added to ensure signals only appear when RSI has recently transitioned from strength to weakness or vice versa, reducing false signals in trending markets. Signal Logic Bullish Signal (Green Arrow) A bullish reversal signal is plotted below a candle when: Price is above both the 5-minute MA200 and the Session VWAP. RSI is oversold (below 30). The last time RSI was above 50 occurred within the last 10 candles before going oversold. This ensures that the dip is a fresh pullback within an uptrend, not a prolonged oversold condition. Bearish Signal (Red Arrow) A bearish reversal signal is plotted above a candle when: Price is below both the 5-minute MA200 and the Session VWAP. RSI is overbought (above 70). The last time RSI was below 50 occurred within the last 10 candles before going overbought. This ensures that the overbought reading follows a recent move from weakness, identifying potential short entries in a downtrend. Recommended Usage This is a scalping-focused indicator, intended for use on timeframes of 5 minutes or lower. Therefore I would highly recommend to use it on Equity futures trading, such as NQ!, ES!, GC! and so on. It performs best when combined with additional tools such as support and resistance zones, order blocks, or liquidity levels for context. Avoid counter-trend signals unless confirmed by price structure or volume behavior.
Pine Script® göstergesi
FunStriker tarafından
1
(Mustang Algo) Trend 5/15/30/1H + EMA Lines + Aligned Signal═══════════════════════════════════════════════════════════ MUSTANG ALGO - MULTI-TIMEFRAME TREND ALIGNMENT ═══════════════════════════════════════════════════════════ 📊 OVERVIEW: This indicator analyzes trend alignment across four key timeframes (5m, 15m, 30m, 1H) using customizable moving averages. It helps traders identify high-probability setups when multiple timeframes confirm the same trend direction. 🎯 KEY FEATURES: ✓ Multi-Timeframe Analysis (5m/15m/30m/1H) - Monitors trend direction on 4 different timeframes simultaneously - Visual table showing real-time trend status for each period - Optional price display for each timeframe ✓ Flexible Moving Average System - Choose from 5 MA types: EMA, SMA, SMMA (RMA), WMA, VWMA - Customizable Fast MA (default: 20) and Slow MA (default: 50) - Visual cloud between moving averages (green=bullish, red=bearish) ✓ Alignment Signals - "4x UP" triangle: All 4 timeframes bullish (strong uptrend) - "4x DOWN" triangle: All 4 timeframes bearish (strong downtrend) - Signals appear only when ALL timeframes agree ✓ Visual Enhancements - MA cloud with transparency for better chart readability - Optional candle coloring based on local trend - Clean, customizable dashboard display ✓ Alert System - Built-in alerts for bullish alignment (4 TF aligned up) - Built-in alerts for bearish alignment (4 TF aligned down) - Perfect for automated trading setups 📈 HOW TO USE: 1. **Trend Confirmation**: Wait for alignment signals (triangles) before entering trades 2. **Dashboard Monitoring**: Check the top-right table to see individual TF trends 3. **MA Cloud**: Use the cloud as dynamic support/resistance 4. **Entry Timing**: Enter on local timeframe when higher TFs are aligned ⚙️ CUSTOMIZABLE PARAMETERS: - Fast MA Length (default: 20) - Slow MA Length (default: 50) - MA Type (EMA/SMA/SMMA/WMA/VWMA) - Toggle dashboard display - Toggle price display in dashboard - Toggle MA cloud - Toggle candle coloring ⚠️ BEST PRACTICES: - Use on 5m or 15m charts for optimal multi-TF analysis - Combine with price action and volume for best results - Alignment signals are rare but highly significant - Not a standalone system - use as confluence tool 💡 STRATEGY IDEAS: - Scalping: Enter on local TF when all TFs aligned - Swing Trading: Hold positions while alignment maintained - Risk Management: Exit if alignment breaks - Confluence: Combine with support/resistance levels 📌 NOTES: - Works on all markets (Crypto, Forex, Stocks, Indices) - Repaints minimally (only on MA calculations) - Low resource usage, efficient code ═══════════════════════════════════════════════════════════ Created by Mustang Spirit Trading Academy For educational purposes - Always manage your risk! ═══════════════════════════════════════════════════════════
Pine Script® göstergesi
MustangAlgo tarafından
Volumatic VIDYA Optimized Volumatic VIDYA Optimized is a Pine Script® v6 indicator that combines a Variable Index Dynamic Average (VIDYA) with ATR-based dynamic bands, pivot-based liquidity zones, and volume delta analysis to identify trend direction and high-probability support/resistance levels. It is forked from the excellent work by BigBeluga: "Variable Index Dynamic Average" or "Volumatic VIDYA" indicator. Key Features: Adaptive VIDYA Trend Line: Smooths price action based on momentum (CMO), switching between upper/lower ATR bands during uptrends/downtrends. Liquidity Zones: Detects swing pivots and draws extendable dotted lines at key levels; short lines terminate with volume-labeled markers when price crosses. Volume Delta Tracking: Accumulates buy/sell volume per trend, displaying Buy/Sell volumes and % Delta on the last bar. Visual Enhancements: Trend-colored fill with optional shadow, clean labels, and circle markers at liquidity grabs. Performance Optimized: Largely enhanced. It also limits lines/labels to prevent lag; uses safe array management. Alerts: Trend Up / Trend Down / Trend Changed Ideal for trend-following, liquidity hunting, and volume-confirmed reversals. Clean, efficient, and highly visual.
Pine Script® göstergesi
realanthonyc tarafından
Intraday Multi-Signal Dashboard + Dynamic SignalsThis indicator provides a clean visual dashboard summarizing multiple intraday signals on a single chart. It plots key trend and momentum metrics — EMA alignment, RSI zone, MACD histogram, and Volume vs. average — along with a compact dashboard table for quick decision support. What It Does EMA Trend Monitor: Plots 9-, 21-, and 50-period EMAs and detects when they align strongly up or down. RSI Zone Analysis: Highlights overbought / oversold conditions based on configurable RSI thresholds. MACD Momentum: Reads MACD histogram strength and directional bias (bullish/bearish). Volume Check: Compares current volume against its moving average to spot above-average participation. Dashboard Summary: Displays all current signal states in a color-coded table (green = bullish, red = bearish, orange = caution). Dynamic Markers: Small floating circles plotted near candles (ATR-based offset) that move with price when zooming/panning. ⚙️ Inputs & Customization Adjustable EMA lengths (default 9/21/50). RSI length, overbought/oversold/neutral thresholds. MACD parameters (fast, slow, signal). Volume moving average length and threshold multiplier. ATR-based marker offset for zoom scaling. Compact mode toggle for the dashboard table. Table anchor position selectable (top/bottom corners). 📈 How to Use Add the script to your intraday chart (5 min – 1 hour works best). Observe the dashboard table for quick signal consensus. Use it as a visual aid alongside your existing strategy or confirmations. Color cues: 🟢 Green → bullish alignment 🔴 Red → bearish alignment 🟠 Orange → caution / overbought or oversold ⚪ Gray → neutral ⚠️ Important Notes (Compliance) This script is for informational and educational purposes only. It does not generate buy/sell signals or financial advice. All calculations use bar-close data and are non-repainting. Past performance is not indicative of future results. You may freely modify or adapt it for your personal use. Original author: @darshakssc 🧠 Recommended Use Ideal for traders who want a quick sentiment snapshot without clutter — works well as an overlay on intraday setups or alongside volume profile and order flow indicators
Pine Script® göstergesi
darshakssc tarafından
Golden Flow MapGolden Flow Map is a multi–timeframe moving–average system designed to reveal the underlying direction of long–term market flow, beyond daily volatility or short–term signals. This script overlays four major trend lines — each representing a different layer of market rhythm: Timeframe Length Meaning 🟣 1D – 365 MA Annual average — the true life line of the trend 🔴 1D – 200 MA Institutional benchmark — the long-term threshold 🟢 1W – 20 MA Mid-cycle momentum guide 🟠 3D – 100 MA Wave transition detector — captures trend shifts early By combining these four perspectives on a single chart, you can instantly distinguish between a short-term bounce and a major trend reversal. 🧭 How to Use When all four lines align in one direction → that’s the main current of the market. If price loses the 200D or 365D, ignore small rebounds — the structure has shifted. The cross between Weekly 20 and 3D 100 often marks a wave transition. Focus on alignment order rather than crossovers — markets ultimately return to the direction of the higher timeframe. ⚙️ Features SMA / EMA toggle Individual MA on/off controls Built-in alerts for 200D and 1W20 cross events 🧠 Concept “Indicators are not signals — they are maps.” This tool is not meant to predict, but to reveal the pulse of the market and guide you through its long-term structure. ✍️ Creator’s Note Developed from DDU’s personal long-term trend framework, this indicator serves as a visual compass to expand a trader’s vision from short-term reactions to macro-level flow.
Pine Script® göstergesi
ddu009 tarafından
RSI مع 5 متوسطات و5 مستوياتRSI with 5 Moving Averages and 5 Levels This indicator combines the Relative Strength Index (RSI) with five customizable moving averages and five horizontal levels to help identify momentum, overbought/oversold zones, and trend strength. • RSI: Measures the speed and change of price movements. • Levels (10, 20, 50, 80, 90): • 10 & 20 → Oversold zones (potential buy areas) • 80 & 90 → Overbought zones (potential sell areas) • 50 → Neutral midpoint (trend balance line) • Moving Averages (5, 8, 13, 21, 200): Smooth the RSI line to reveal short- and long-term momentum trends. You can choose the type (SMA, EMA, WMA), color, and line thickness. Optional alert signals can be triggered when the RSI crosses specific levels (e.g., above 80 or below 20).
Pine Script® göstergesi
kalharbi0376 tarafından
1
Minervini breakout - AndurilThis indicator checks the Mark Minerivini trend template as well checks consolidation areas and breakout. Checks the highest closing price of last x days (default 20 days), exluding current day and draws a white dashed line, Calculates the relative volume of the current day. Calculates EMA 21, EMA50 and EMA200 and draws on the graph to define trend. Gives a buy signal in green (writing relative strength of that day inside of green arrow) if: 1)       Current price> breakout price* 0.98 2)       Current price > EMA21 >EMA50>EMA200 3)       Current price > 52 week high*0.75 4)       Current price > 52 week low*1.3 5)       EMA 200 of today > EMA 200 of 10 bar ago > EMA 200 of 20 bar ago 6)       Relative volume of the day > 1.5
Pine Script® göstergesi
ozgenaltintas tarafından
HEK Dinamik Fiyat Kanalı Stratejisi v1HEK Dynamic Price Channel Strategy Concept The HEK Dynamic Price Channel provides a channel structure that expands and contracts according to price momentum and time-based equilibrium. Unlike fixed-band systems, it evaluates the interaction between price and its balance line through an adaptive channel width that dynamically adjusts to changing market conditions. How It Works When the price reacts to the midline, the channel bands automatically reposition themselves. Touching the upper band indicates a strengthening trend, while touching the lower band signals weakening momentum. This adaptive mechanism helps filter out false signals during sudden directional changes, enhancing overall signal quality. Advantages ✅ Maintains trend continuity while avoiding overtrading. ✅ Automatically adapts to changing volatility conditions. ✅ Detects early signals of short- and mid-term trend reversals. Applications Directional confirmation in spot and futures markets. A supporting tool in channel breakout strategies. Identifying price consolidation and equilibrium zones. Note This strategy is intended for educational and research purposes only. It should not be considered financial advice. Always consult a professional financial advisor before making investment decisions. © HEK — Adaptive Channel Approach on Dynamic Market Structures 6 gün önce Sürüm Notları HEK Dynamic Price Channel Strategy Concept The HEK Dynamic Price Channel provides a channel structure that expands and contracts according to price momentum and time-based equilibrium. Unlike fixed-band systems, it evaluates the interaction between price and its balance line through an adaptive channel width that dynamically adjusts to changing market conditions. How It Works When the price reacts to the midline, the channel bands automatically reposition themselves. Touching the upper band indicates a strengthening trend, while touching the lower band signals weakening momentum. This adaptive mechanism helps filter out false signals during sudden directional changes, enhancing overall signal quality. Advantages ✅ Maintains trend continuity while avoiding overtrading. ✅ Automatically adapts to changing volatility conditions. ✅ Detects early signals of short- and mid-term trend reversals. Applications Directional confirmation in spot and futures markets. A supporting tool in channel breakout strategies. Identifying price consolidation and equilibrium zones. Note This strategy is intended for educational and research purposes only. It should not be considered financial advice. Always consult a professional financial advisor before making investment decisions. © HEK — Adaptive Channel Approach on Dynamic Market Structures
Pine Script® stratejisi
hekorucuklu tarafından
Buy/Sell Volume Tracker [wjdtks255]Indicator Description Function: Separates buy and sell volume based on candle direction (close ≥ open) and displays the buy−sell difference (hist_val) as a histogram. Visuals: Buy/sell bars are distinguished by user-selectable colors and opacity; two moving averages (MA1 and MA2) are shown to smooth the flow. Meaning: A positive histogram indicates buy dominance; a negative histogram indicates sell dominance. Limitation: The current separation is estimated from candle direction and may differ from execution-side (tick/trade-side) based data. Trading Rules (Summary) Conservative trend-following long Entry: Enter long when hist_val turns above 0 and MA1 crosses MA2 from below. Stop-loss: Exit if hist_val falls back below 0 or MA1 drops below MA2. Take-profit: Use a risk:reward of 1:1.5 or set targets based on ATR. Short-term rebound long Entry: Enter a short-term long when a large negative histogram region begins to narrow and shows a recovery sign. Stop-loss: Exit if hist_val drops below the previous low or bearish candles continue. Take-profit: Prefer quick partial profit-taking. Short (sell) strategy Entry: Enter short when hist_val falls below 0 and MA1 crosses MA2 from above. Stop-loss / Take-profit: Apply the inverse rules of the long strategy. Filters and risk management Volume filter: Only accept signals when volume exceeds a fraction of average volume to reduce noise. Entry strength: Require |hist_val| to exceed a historical average threshold (e.g., avg(|hist_val|, N) × factor) to strengthen signals. Position sizing: Size positions so that account risk per trade is within limits (e.g., 1–2% of account equity). Timeframe: Use short timeframes for scalping and 1h+ for swing trading.
Pine Script® göstergesi
wjdtks255 tarafından
1
Heavenly Clouds)A minimalist trend-visualization indicator that dynamically shades the space between two EMAs based on trend strength and momentum intensity. The cloud automatically adjusts its opacity — fading during weak or neutral trends and glowing brighter as directional strength increases. It helps traders instantly visualize bullish, bearish, or neutral phases without chart clutter. Built for dark-theme charts, it pairs cleanly with price action or other scalping frameworks.
Pine Script® göstergesi
ngukevin90 tarafından
Queency Scalper LongQueency Scalper Long A precision long-bias scalping strategy built for E-Mini and Micro futures (ES, NQ, YM, M2K). It blends adaptive KAMA-smoothed EMAs with higher-timeframe 50/200 EMA filters to capture institutional pullbacks and trend-continuation moves. Entries confirm with RSI, ADX, CMF, and volume strength, while exits use ATR-based adaptive stops, dynamic trailing, and daily loss/profit protection for consistent intraday performance. Best used on 1-min or 5-min charts during active sessions (8 AM–4 PM ET).
Pine Script® stratejisi
ngukevin90 tarafından