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8/21 EMA Early Buy/Sell + Golden CrossThis is a a really easy 8/21 EMA Buy/Sell Indicator with a Golden/Death Cross warning plus the ability to adjust and add Early Buy/Sell's How it works: Standard BUY/SELL: 8/21 EMA cross as usual. EARLY SELL: After a strong price up move, EMA8 still above EMA21, and EMA8 turns down. EARLY BUY: After a strong price down move, EMA8 still below EMA21, and EMA8 turns up. Golden/Death Cross: From daily 50/200 SMA. Recommended Colours: 8 EMA Red 21 EMA Blue 50 SMA Purple 200 SMA White
Pine Script®指標
由ShaneH4提供
Smart Price Divergence (MACD Filter) + EMA Smart MACD Price Divergence + EMA This indicator automatically spots price divergences filtered by MACD momentum and trend direction with an adjustable EMA: 🔹 Detects regular bullish & bearish divergences 🔹 Filters signals using a simple EMA trend filter 🔹 Clear triangle labels on the chart 🔹 Ready-to-use alerts for your strategy Use it to catch potential reversal points when the trend may be losing strength. How it works Bearish Divergence: Price makes a higher high above the EMA while MACD makes a lower high → possible reversal down. Bullish Divergence: Price makes a lower low below the EMA while MACD makes a higher low → possible reversal up. EMA filter: Helps identify when the market is overextended relative to its trend. The indicator uses standard MACD settings (fast, slow, and signal lengths) which can be adjusted to fit your asset and timeframe. The EMA length is also fully customizable. Signal colors 🔻 Red triangle — Bearish Price Divergence (potential short) 🔺 Green triangle — Bullish Price Divergence (potential long) This script works on any timeframe and market — crypto, forex, indices, or stocks. Signals do not repaint once confirmed. ⚠️ Disclaimer: This script is for educational purposes only and does not constitute financial advice. Always test any strategy thoroughly and trade at your own risk.
Pine Script®指標
由artemka3091提供
EdgeXplorer - Momentum EngineMomentum Engine by EdgeXplorer Momentum Engine is a precision-driven oscillator and trend framework engineered to track market momentum with adaptive clarity. Unlike traditional momentum indicators, this engine blends ATR-based envelope logic, multi-mode oscillator scaling, and real-time directional overlays—all in one responsive system. Designed for intraday traders and swing strategists alike, Momentum Engine offers a streamlined way to visualize momentum direction, impulse strength, and volatility-adaptive trend zones—with minimal noise and maximum context. ⸻ 🔍 What Does Momentum Engine Do? Momentum Engine visualizes market energy through a volatility-aware oscillator and accompanying trend overlays. It adapts dynamically to price behavior and enables traders to: • Detect momentum waves with real-time visual cues • Confirm directional bias using trend overlays and impulse zones • Switch between Regular and Normalized oscillator modes • See heatmap-based signal confirmation for crossovers • View optional info panels, labels, and trend bar colors for clarity It’s a compact yet powerful system built for discretionary and systematic use. ⸻ ⚙️ How It Works – Technical Breakdown 1. Trend Envelope Logic At its core, Momentum Engine constructs a price envelope using: • The average of the highest closes and highs (Baseline Length) • The average of the lowest closes and lows • A multiplied ATR to scale the distance between upper and lower bounds These bounds determine trend bias: • Price above the short side of the channel → Bullish • Price below the long side → Bearish • In-between → Neutral A dynamic midline tracks the central channel axis. 2. Oscillator Wave Calculation The momentum oscillator reacts to price positioning relative to the envelope: • In Regular Mode, it shows raw price deviation from the trend channel • In Normalized Mode, it maps price movement into a 0–100 scale with historical scaling logic Both modes use smoothing (Smoothing) to reduce noise. 3. Overlay Channel (Optional) • Displays trend floors (bull) and ceilings (bear) on the price chart • Color-coded trend shifts appear as pulse circles • Optionally, bars themselves can be recolored for instant trend recognition 4. Heatmap Signal Zones The background dynamically changes based on oscillator crossovers: • Bullish signal → Yellow heatmap • Bearish signal → Blue heatmap These zones signal momentum ignition, especially helpful for early entries. ⸻ 📈 What You See on the Chart Element Meaning Green Momentum Wave Bullish pressure (oscillator > midline or >50) Red Momentum Wave Bearish pressure (oscillator < midline or <50) Zero Line Base reference in Regular mode Gray Guide Lines (Normalized) Bands for Overbought (85), Oversold (15), and Neutral (33–50) Channel Lines Trend bias boundaries (bull/bear zones) Pulse Marker (Circle) Trend direction change Bar Colors (Optional) Bull or bear bar overlays for added clarity Background Heatmap Bullish or bearish impulse confirmation Info Table (Optional) Real-time trend and oscillator data panel Debug Labels (Optional) Inline oscillator readings per bar ⸻ 📊 Inputs & Settings Engine Settings Input Description Timeframe Optional custom timeframe override Baseline Length Determines envelope size (larger = smoother trend) Multiplier Factor Controls ATR-based range expansion Momentum Wave Settings Input Description Mode Regular = raw wave, Normalized = 0–100 scaling Bull/Bear Colors Wave color customization Line Width & Smoothing Visual clarity adjustments Overlay Channel Input Description Show Overlay Toggle trend ceilings/floors on chart Channel Colors Separate bull/bear lines Trend Bar Color Recolors candle bodies based on trend bias Signal Heatmap Input Description Enable Heatmap Background impulse shading toggle Bull / Bear Colors Adjust visual tone of crossover zones Add-ons Input Description Show Debug Labels View oscillator values at each bar Show Info Panel Display current trend, oscillator value, and mode ⸻ 🧠 How to Use Momentum Engine Regular Mode • Oscillator above 0 = Bullish bias • Oscillator below 0 = Bearish bias • Use zero line as your confirmation threshold Normalized Mode • 85 → Overbought / exhaustion • <15 → Oversold / reversal watch • Crossing 50 → Momentum ignition • 33–50 → Neutral zone / ranging phase Visual Interpretation Tips • Green wave + yellow heatmap = Bull momentum confirmation • Red wave + blue heatmap = Bear momentum confirmation • Pulse marker = New trend — evaluate strength with wave slope • Trend bar coloring = Scan trend alignment at a glance ⸻ 🧪 Use Cases & Strategy Ideas • ⚡ Scalping Impulse Moves  Use oscillator + heatmap crossover to catch directional bursts • 🔁 Pullback Continuation  Wait for momentum to reset near neutral zone, then re-enter trend • 📉 Reversal Triggers  Look for divergence or Normalized wave flipping at extremes • 🎯 Multi-timeframe Confirmation  Set custom timeframe and layer on top of a higher or lower TF structure
Pine Script®指標
由EdgeXplorer提供
CM SlingShot System (Customizable)//@version=5 indicator("CM SlingShot System (Customizable)", overlay=true, shorttitle="CM_SSS") // ==== 📌 INPUT SETTINGS ==== group1 = "Entry Settings" sae = input.bool(true, title="📍 Show Aggressive Entry (pullback)?", group=group1) sce = input.bool(true, title="📍 Show Conservative Entry (confirmation)?", group=group1) group2 = "Visual Settings" st = input.bool(true, title="🔼 Show Trend Arrows (top/bottom)?", group=group2) sl = input.bool(false, title="🅱🆂 Show 'B' & 'S' Letters Instead of Arrows", group=group2) pa = input.bool(true, title="🡹🡻 Show Entry Arrows", group=group2) group3 = "MA Settings" fastLength = input.int(38, title="Fast EMA Period", group=group3) slowLength = input.int(62, title="Slow EMA Period", group=group3) timeframe = input.timeframe("D", title="Timeframe for EMAs", group=group3) // ==== 📈 EMA CALCULATIONS ==== emaFast = request.security(syminfo.tickerid, timeframe, ta.ema(close, fastLength)) emaSlow = request.security(syminfo.tickerid, timeframe, ta.ema(close, slowLength)) col = emaFast > emaSlow ? color.lime : emaFast < emaSlow ? color.red : color.gray // ==== ✅ SIGNAL CONDITIONS ==== pullbackUp = emaFast > emaSlow and close < emaFast pullbackDn = emaFast < emaSlow and close > emaFast entryUp = emaFast > emaSlow and close < emaFast and close > emaFast entryDn = emaFast < emaSlow and close > emaFast and close < emaFast // ==== 🌈 CHART PLOTS ==== plot(emaFast, title="Fast EMA", color=color.new(col, 0), linewidth=2) plot(emaSlow, title="Slow EMA", color=color.new(col, 0), linewidth=4) fill(plot(emaSlow, title="", color=color.new(col, 0)), plot(emaFast, title="", color=color.new(col, 0)), color=color.silver, transp=70) // Highlight bars barcolor(sae and (pullbackUp or pullbackDn) ? color.yellow : na) barcolor(sce and (entryUp or entryDn) ? color.aqua : na) // Trend arrows upTrend = emaFast >= emaSlow downTrend = emaFast < emaSlow plotshape(st and upTrend, title="UpTrend", style=shape.triangleup, location=location.belowbar, color=color.green) plotshape(st and downTrend, title="DownTrend", style=shape.triangledown, location=location.abovebar, color=color.red) // Entry indicators plotarrow(pa and entryUp ? 1 : na, colorup=color.green, offset=-1) plotarrow(pa and entryDn ? -1 : na, colordown=color.red, offset=-1) plotchar(sl and entryUp ? low - ta.tr : na, char="B", location=location.absolute, color=color.green) plotchar(sl and entryDn ? high + ta.tr : na, char="S", location=location.absolute, color=color.red)
Pine Script®指標
由MsLEO89提供
Neuracap Gap AnalysisThe Neuracap Gap Analysis indicator is a comprehensive tool designed to identify and track price gaps, special candlestick patterns, and high-volume breakout signals. It combines multiple trading strategies into one powerful indicator for gap trading, pattern recognition, and momentum analysis. 🎯 What This Indicator Does 1. Gap Detection & Tracking Automatically identifies price gaps (up and down) Tracks gap fills with visual boxes that extend until closed Manages gap history with customizable limits Color-coded visualization (Green = Gap Up, Red = Gap Down) 2. Upside Tasuki Gap Pattern Identifies the bullish continuation pattern Colors candles yellow when pattern is detected Confirms trend continuation signals 3. Episodic Pivot Detection High-volume breakout identification EMA filter ensures signals only in uptrends Strong momentum confirmation Fuchsia-colored candles with arrow markers 🔍 How to Use for Trading 📈 Gap Trading Strategy Gap Up Trading: Wait for gap up (green box appears) Check volume - Higher volume = stronger signal Entry options: Aggressive: Enter at market open Conservative: Wait for pullback to gap level Stop loss: Below the gap fill level Target: Previous resistance or 2:1 risk/reward Gap Down Trading: Identify gap down (red box appears) Look for bounce opportunities Entry: When price shows reversal signs Stop: Below recent lows Target: Gap fill level 💫 Tasuki Gap Strategy Yellow candle indicates bullish continuation Confirms uptrend is likely to continue Entry: On next candle after pattern Stop: Below the gap low Target: Next resistance level 🚀 Episodic Pivot Strategy Fuchsia candle + arrow = High probability breakout All conditions met: Price above EMA 20, 50, 200 High volume (2x+ average) Strong price move (4%+) Entry: At close or next open Stop: Below EMA 20 or recent swing low Target: Measured move or next resistance 📊 Reading the Visual Signals Gap Boxes 🟢 Green Box: Gap up - potential bullish continuation 🔴 Red Box: Gap down - potential bounce or bearish continuation Box extends until gap is filled Box disappears when gap closes Candle Colors 🟡 Yellow: Tasuki gap pattern (bullish continuation) 🟪 Fuchsia: Episodic pivot (high-volume breakout) ⬜ Normal: No special pattern detected Arrows & Markers ⬆️ Triangle Arrow: Episodic pivot confirmation 💡 Trading Tips & Best Practices ✅ Do's Combine with trend analysis - Trade gaps in direction of trend Check volume - Higher volume = more reliable signals Use multiple timeframes - Confirm on higher timeframes Risk management - Always set stop losses Wait for confirmation - Don't chase, let signals develop ❌ Don'ts Don't trade all gaps - Focus on high-quality setups Avoid low volume - Weak volume = unreliable signals Don't ignore trend - Counter-trend trading is risky Don't overtrade - Quality over quantity Don't ignore context - Consider market conditions ⚠️ Risk Management Position sizing: Risk 1-2% per trade Stop losses: Always define before entry Target levels: Set realistic profit targets Market conditions: Avoid trading in choppy markets 📈 Performance Optimization For Conservative Traders: Increase minimum gap size to 1% Set volume multiplier to 3.0x Only trade episodic pivots in strong uptrends Wait for gap fill confirmation For Aggressive Traders: Decrease minimum gap size to 0.3% Set volume multiplier to 1.5x Trade both gap types Enter on pattern confirmation 🚨 Alert Setup The indicator provides alerts for: Gap Up Detected Gap Down Detected Upside Tasuki Gap Episodic Pivot Recommended: Enable all alerts and filter manually based on your strategy. 📝 Summary This indicator excels at identifying high-probability trading opportunities through gap analysis, pattern recognition, and momentum confirmation. Use it as part of a complete trading system with proper risk management for best results.
Pine Script®指標
由saroj1960mittal提供
COBRA X Mastermind – Ultimate Smart Panel✅ COBRA X Mastermind – Ultimate Smart Panel COBRA X Mastermind – Ultimate Panel | Structure, Volume, Signals & Smart Entry 📝 (Description): COBRA X Mastermind is a precision smart panel for reading market structure, detecting high-quality entries and visualizing critical components in one screen: Detect Break of Structure (BoS) and CHoCH with context Auto-mark Order Blocks and Fair Value Gaps (FVGs) Volume Spike & VWAP alignment for smart trend confirmation Directional bias from EMA + Dynamic Flow analysis Hidden divergence detection to anticipate trap moves Built-in Signal Strength meter with real-time TP/SL suggestion Each row in the panel reflects a real-time reading of price action, structure, volume, and entry risk. 🔍 How to use it: Look for a valid signal only when structure + volume + divergence are in agreement. Use the panel strength bar to validate setups. This script is open-source and optimized for 1m and 5m charts, especially on Gold and FX pairs. Clean, non-repainting, and built for professional scalpers.
Pine Script®指標
由C0BRA_提供
First FVG📘 Indicator Description (English) First FVG – NY Open is a TradingView indicator designed to automatically identify the first Fair Value Gap (FVG) that appears during the New York session, following the ICT (Inner Circle Trader) methodology. It highlights institutional inefficiencies in price caused by imbalanced price action and helps traders spot high-probability entry zones, especially after the 9:30 AM EST (New York Open). ⚙️ How It Works Session time: The indicator scans for FVGs starting at 9:32 AM (allowing 3 candles after the NY Open to form). FVG Conditions: Bullish FVG: When the high of 2 candles ago is lower than the low of the current candle and the middle candle is bullish. Bearish FVG: When the low of 2 candles ago is higher than the high of the current candle and the middle candle is bearish. Only the first FVG per session is drawn, as taught by ICT for setups like Judas Swing or NY Reversal models. A colored box is drawn to represent the FVG zone. A dotted horizontal line (CE) is drawn at the midpoint of the FVG box (Consequent Encroachment), a key level watched by smart money traders. A dashed vertical line is drawn at 9:30 NY time to mark the open. 🧠 How to Use It Wait for the NY Open (9:30 AM EST) – the indicator becomes active at 9:32 AM. Watch for the first FVG box of the day. This is often a high-probability reaction zone. Use the CE line (center of the FVG) as a reference for entries, rejections, or liquidity grabs. Combine with market structure, PD Arrays, and liquidity concepts as taught by ICT for confluence. The FVG box and CE line will extend forward for several candles for visual clarity. 🎛️ Customizable Settings Session time (default: 09:32–16:00 NY) FVG box color (up/down) Text color Max number of days to keep boxes on chart Option to show or hide the 9:30 NY Open vertical line
Pine Script®指標
由EduWarlock提供
Market Strenght PRO by javicdc 💥 Market Strength PRO by javicdc Who's dominating the market right now? This indicator gives you the answer in real time using a custom system to measure buying and selling pressure, filtered by EMA 200 and RSI 14 to highlight only the most reliable market moments. ✅ What does this indicator offer? 🔹 Dynamic calculation of market strength based on volume and candle body size 🔹 Visual zones in green or red based on buyer/seller dominance 🔹 Top diagnostic label with clear readings:     🟢 Extreme Buy – ✅ Buyer Dominance – 🔻 Seller Dominance – 🔴 Extreme Sell 🔹 Dynamic background that adjusts with the real market strength 🔹 Smart filter mode: only displays values when trend confirmation is valid (via RSI & EMA200) 🔹 Customizable: choose between SMA or EMA smoothing and toggle filter mode on/off 🧪 How to interpret it? Strength > 50 → strong buying pressure Strength < -50 → strong selling pressure Between -20 and +20 → neutral or indecision zone The filters ensure signals only appear with true trend confirmation, reducing false positives. 📈 Ideal for: Scalping, intraday or swing trading across all assets: Forex, crypto, indices or stocks. Works on all timeframes. 📌 Created by Javier Carrasco (@javicdc) — if you find it useful, don’t forget to like and follow for more technical analysis tools.
Pine Script®指標
由javicdc82提供
1
10/50 EMA Cloud + 21 EMA + VWAP + FractalsThis indicator is designed for active traders and combines several popular technical analysis tools into a single, easy-to-use overlay. It helps traders identify trend direction, dynamic support and resistance, and potential reversal points, all while providing optional fractal signals for added clarity. Features and Components 1. EMA Cloud (10/50 EMA) 10-period EMA (Exponential Moving Average): Tracks short-term price momentum. 50-period EMA: Represents a longer-term trend. Cloud Visualization: The area between the 10 and 50 EMA is filled with color: Green cloud when the 10 EMA is above the 50 EMA, signaling bullish momentum. Red cloud when the 10 EMA is below the 50 EMA, signaling bearish momentum. Purpose: Quickly visualize the prevailing trend and potential trend shifts. 2. 21-period EMA 21 EMA: Plotted as a blue line, this moving average is widely used to gauge intermediate-term trend and dynamic support/resistance. Purpose: Acts as a reference for trend-following entries and exits. 3. VWAP (Volume Weighted Average Price) VWAP Line: Plotted in orange, VWAP gives the average price weighted by volume for the session. Purpose: Useful for identifying fair value, potential bounce/reversal zones, and institutional interest levels. 4. Fractals (Toggleable) User Option: A setting allows the user to turn fractal signals on or off. Fractal Logic: Uses a 5-bar pattern: Up Fractal: Plots a green triangle above the bar if the high of the middle bar (2 bars ago) is higher than the highs of the two bars before and after. Down Fractal: Plots a red triangle below the bar if the low of the middle bar (2 bars ago) is lower than the lows of the two bars before and after. Purpose: Highlights potential short-term reversal points or swing highs/lows. 5. Volume Bars Volume Histogram: Plotted in gray at the bottom of the chart. Purpose: Provides context for price action, helping to confirm breakouts or identify exhaustion. How to Use This Indicator Trend Identification: Use the EMA cloud and 21 EMA to determine the prevailing trend. Trade in the direction of the cloud color and EMA alignment. VWAP Strategies: Look for price reactions at the VWAP for possible rebounds, breakouts, or reversals. Fractal Signals: Enable fractals to spot potential reversal zones or to fine-tune entries/exits at swing points. Volume Confirmation: Use volume bars to validate the strength of moves, especially near key EMAs or VWAP. Customization Fractals On/Off: Easily toggle fractal signals in the indicator settings to reduce chart clutter or focus on other signals as needed.
Pine Script®指標
由TRDRZone提供
EdgeFlow Scalping Dashboard [GalihRidha]🚀 Unlock the Edge — Trade Smarter, Trade Safer! Are you tired of missing high-quality entries, struggling with fakeouts, or second-guessing your trades? EdgeFlow Scalping Dashboard puts professional-grade decision support right on your chart — so you always know when to strike, when to wait, and when to stay out. No more trading in the dark. No more emotional guessing. This is your real-time, on-chart trading edge — designed for the fast-paced world of scalping and adaptable for any trading style. 🧠 What Makes EdgeFlow Special? Instant Signal Clarity: Get crystal-clear LONG/SHORT signals and “Safety” ratings delivered exactly when you need them — one minute before every candle closes, on any timeframe! Visual Risk Management: Adaptive TP/SL levels and live reversal detection keep you out of chop and false moves, so your stops and targets are always optimized for current market conditions. Professional, Multi-Factor Analysis: Combines trend, momentum, volatility, volume, and advanced pattern recognition — including candlestick patterns, RSI divergence, and higher timeframe confirmation. Actionable Dashboard: The vertical, minimalist layout keeps your workflow clean and mobile-friendly. Track your last trade, prep your next move, and see at a glance if conditions are Safe, Neutral, or Not Safe. 🔑 Why Choose EdgeFlow Scalping Dashboard? Trade with Confidence: Stop hesitating — the dashboard highlights the safest opportunities, complete with risk grades and reversal probabilities. React Faster: See “Capturing...” as soon as the dashboard starts scanning for a new signal, so you never get left behind on entries. Avoid Costly Mistakes: Color-coded warnings and smart, dynamic TP/SL help you stay disciplined and skip high-risk setups. For Every Trader: Whether you’re a crypto scalper, forex daytrader, or swing trader — EdgeFlow adapts to any market, any timeframe, and any asset. 📈 How To Use Watch the dashboard for the Next Section to light up — that’s your advanced notice to prepare an entry. Double-check the Safety status and Reversal Probability. Enter trades only when the conditions are green, or use your own system with these insights for even more edge. Review the Last Section to learn from each trade and refine your timing. 💡 Ready To Level Up Your Trading? Don’t settle for ordinary indicators. EdgeFlow Scalping Dashboard gives you everything you need — real-time signals, risk context, and pro-grade safety filtering — all in one place. Try EdgeFlow on your favorite chart, and feel the difference with every decision. 📚 Dashboard Key 🔙 Last Section: Your previous signal and its full context. 🔜 Next Section: The upcoming opportunity — with targets and safety score. 🛰️ Capturing... = Dashboard is monitoring for your next edge. 🌟 Enjoy and trade safe! Follow, fork, and tag if you publish an upgrade! Your feedback and ideas are always welcome . 🚦✨
Pine Script®指標
由galihridha提供
CoinBot2.0 (Signals Only)CoinBot2.0 is a next-generation crypto trading indicator and webhook-enabled bot system designed for seamless automation and fast signal execution. This TradingView Pine Script detects potential market reversals by combining Bollinger Band and RSI logic to generate clear “BUY” and “SELL” signals directly on your chart—no clutter, no unnecessary lines, just actionable entries and exits. With built-in webhook alerts, CoinBot2.0 connects to your Flask/Python bot or any automated trading system. Instantly trigger simulated or real trades the moment a new opportunity appears—no manual intervention required. Key Features: Clean chart interface: Only buy/sell signals, no extra overlays or indicators. Bottom/top detection: Attempts to catch major reversals using dynamic Bollinger Bands and custom RSI thresholds. Webhook-ready: Sends buy/sell JSON alerts with price and symbol to any compatible endpoint (like your Replit CoinBot dashboard). Easy integration: Fast setup for automated, paper, or live trading. Ideal for: Traders seeking simple, actionable, automation-friendly signals. Anyone running a webhook-based trading bot, whether on Replit, a VPS, or locally.
Pine Script®指標
由FunWheelDrive提供
📊 Stoch RSI + KDJ Filtered Oscillator (Clean Panel)ChatGPT said: The Stoch RSI + KDJ Filtered Oscillator is a momentum-based indicator that combines the strengths of Stochastic RSI and KDJ to deliver clean, high-probability trading signals. It filters out weak or choppy movements by requiring alignment and strength between the %K, %D, and %J lines, highlighting only strong bullish or bearish momentum with customizable sensitivity. Designed to appear in a separate panel, this tool is ideal for traders seeking reliable reversal or continuation setups while minimizing false signals in volatile markets.
Pine Script®指標
由devprajapati2311提供
EdgeXplorer - Gaussian Forecast GridEdgeXplorer – Gaussian Forecast Grid The Gaussian Forecast Grid is a forward-looking market modeling tool that uses a Gaussian Process Regression framework to estimate future price behavior. Built around a non-parametric machine learning approach, it maps recent historical price data to generate smoothed forecasts, offering an evolving yet mathematically grounded projection of where price could be headed. This is not a “signal generator”—it’s a probabilistic estimation tool that overlays a fitted baseline with a future-facing forecast curve, giving traders visual guidance on short-term trend expectations while accounting for noise and variance in price behavior. ⸻ 🔍 What Does the Gaussian Forecast Grid Do? Gaussian Forecast Grid takes a fixed historical training sample of price data and fits it using a Gaussian kernel, generating two key visual elements: • Fit Line — a smoothed, mathematically reconstructed version of the past data window • Forecast Line — a forward-projected estimation of price behavior based on the shape and curvature of the past data Traders can adjust how sensitive the model is to local volatility, how smooth the prediction curve is, and how frequently the forecast updates. ⸻ ⚙️ How It Works – Technical Logic Explained 1. Kernel Regression Foundation The tool applies a Gaussian kernel function that evaluates similarity between time steps in a defined window. This results in a covariance matrix that models how likely different values are to move together. kernel(x1, x2) = exp( - (x1 - x2)² / (2 * scale²) ) • X-axis: Time steps • Y-axis: Price deviations from baseline • Scale: Smoothing factor (determines how tight or loose the fit is) 2. Training Phase A fixed number of bars (Data Sample Length) are selected as the training window, from which the tool: • Computes a baseline average (via SMA) • Normalizes price deviations • Builds a covariance matrix for training (with optional noise) • Inverts the matrix to solve for weights 3. Forecast Generation With the model trained: • Future time steps (Projection Steps) are mapped • The kernel is applied between past and future points • A projected set of values is generated based on how past structure likely evolves 4. Model Refresh Options Users can control when the model retrains: • Lock Forecast: Generates forecast once and holds it • Update Once Reached: Recomputes after reaching the end of the forecast window • Continuously Update: Recalculates forecast on every new bar ⸻ 📈 What Each Visual Element Represents Visual Component Meaning Blue Line (Fit) A smoothed curve fitted to historical price behavior Red Line (Forecast) Projected price path based on Gaussian inference Baseline The mean price used to normalize the data Polyline Split Left = historical fit, Right = projected future These lines are dynamically drawn and cleared based on model refresh mode, ensuring only relevant and current data is displayed. ⸻ 📊 Inputs & Settings Explained Training Inputs Setting Description Data Sample Length How many bars are used to fit the model (higher = smoother, slower) Fit Color Color for the historical fit curve Forecast Controls Setting Description Projection Steps Number of future bars to forecast Prediction Color Color of the projected forecast line Model Behavior Setting Description Smoothing Factor Controls the “tightness” of the curve; lower values = more reactive Noise Scale Adds Gaussian noise to prevent overfitting; useful in high-volatility assets Model Behavior (Refresh Mode)  • Lock Forecast = static output  • Update Once Reached = refresh after forecast ends  • Continuously Update = live update every bar ⸻ 🧠 How to Interpret It in Real Markets This indicator does not tell you where price is going. Instead, it provides a smoothed probabilistic path based on the recent shape of price movement. Use Cases: • 🧭 Price Projection Framing: Align other tools (like OBs, liquidity zones, or support/resistance) within the estimated trajectory • 🔄 Reversion vs. Continuation: Compare current price position relative to the forecast path to judge whether the market is returning to structure or breaking from it • 📐 Bias Context: Use forecast slope direction to determine short-term directional bias ⸻ 🧪 Strategy Integration Tips • Pair with a volatility filter to use only when price is ranging or compressing • Overlay with SMC tools like OB, FVG, or BOS indicators for confirmation • Use as a visual narrative tool to avoid chasing price blindly during uncertain phases
Pine Script®指標
由EdgeXplorer提供