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EDUVEST Lorentzian ClassificationEDUVEST Lorentzian Classification - Machine Learning Signal Detection ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ █ ORIGINALITY This indicator enhances the original Lorentzian Classification concept by jdehorty with EduVest's visual modifications and alert system integration. The core innovation is using Lorentzian distance instead of Euclidean distance for k-NN classification, providing more robust pattern recognition in financial markets. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ █ WHAT IT DOES - Generates BUY/SELL signals using machine learning classification - Displays kernel regression estimate for trend visualization - Shows prediction values on each bar - Provides trade statistics (Win Rate, W/L Ratio) - Includes multiple filter options (Volatility, Regime, ADX, EMA, SMA) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ █ HOW IT WORKS 【Lorentzian Distance Calculation】 Unlike Euclidean distance, Lorentzian distance uses logarithmic transformation: d = Σ log(1 + |xi - yi|) This provides: - Better handling of outliers - More stable distance measurements - Reduced sensitivity to extreme values 【Feature Engineering】 The classifier uses up to 5 configurable features: - RSI (Relative Strength Index) - WT (WaveTrend) - CCI (Commodity Channel Index) - ADX (Average Directional Index) Each feature is normalized using the n_rsi, n_wt, n_cci, or n_adx functions. 【k-Nearest Neighbors Classification】 1. Calculate Lorentzian distance between current bar and historical bars 2. Find k nearest neighbors (default: 8) 3. Sum predictions from neighbors 4. Generate signal based on prediction sum (>0 = Long, <0 = Short) 【Kernel Regression】 Uses Rational Quadratic kernel for smooth trend estimation: - Lookback Window: 8 - Relative Weighting: 8 - Regression Level: 25 【Filters】 - Volatility Filter: Filters signals during extreme volatility - Regime Filter: Identifies market regime using threshold - ADX Filter: Confirms trend strength - EMA/SMA Filter: Trend direction confirmation ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ █ HOW TO USE 【Recommended Settings】 - Timeframe: 15M, 1H, 4H, Daily - Neighbors Count: 8 (default) - Feature Count: 5 for comprehensive analysis 【Signal Interpretation】 - Green BUY label: Long entry signal - Red SELL label: Short entry signal - Bar colors: Green (bullish) / Red (bearish) prediction strength 【Trade Statistics Panel】 - Winrate: Historical win percentage - Trades: Total (Wins|Losses) - WL Ratio: Win/Loss ratio - Early Signal Flips: Premature signal changes 【Filter Recommendations】 - Enable Volatility Filter for ranging markets - Enable Regime Filter for trend confirmation - Use EMA Filter (200) for higher timeframes ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ █ CREDITS Original Lorentzian Classification concept and MLExtensions library by jdehorty. Enhanced with visual modifications and alert integration by EduVest. License: Mozilla Public License 2.0
Penunjuk Pine Script®
oleh EduVest_doro
The Island RSI MasteryComplete Breakdown of the Indicator. Let me walk you through every component of this trading indicator to help you fully understand its logic and application. Overall PurposeThis indicator combines momentum analysis (RSI) with volume-based price levels to identify high-probability trading opportunities. It answers three key questions: When is momentum shifting? (RSI crossovers). Where are institutional zones? (High-volume S/R levels). Is a breakout confirmed? (Price closing beyond key levels).
Penunjuk Pine Script®
oleh SergioAdams85
First 15 min of Each Hour First 15 Minutes of Each Hour – Background Highlighter This indicator visually highlights the first 15 minutes of every hour by coloring the chart background. It is designed to help traders quickly identify key intraday time windows often associated with increased volatility, session opens, or strategy-specific execution periods. The highlight automatically repeats every hour and adapts to the chart’s timeframe and timezone. It works best on intraday charts (1m, 3m, 5m, 15m), where precise time-based structure is important. Key Features: Automatically marks minutes 00–14 of every hour Clean, non-intrusive background shading Fully customizable color and transparency No future bar repainting Ideal for scalping, session-based, and time-window strategies Use Cases: Identifying opening volatility each hour Time-based entries and confirmations Liquidity sweep or breakout models Algo execution timing visualization This indicator does not generate trade signals. It is a visual time-management tool intended to improve clarity and discipline in intraday trading.
Penunjuk Pine Script®
oleh millersetterpuppies
PVSRA Dashboard PRO [Customized]# 📘 OPERATING MANUAL: Institutional Volume Suite (v1.0) **Integrated Systems:** PVSRA Dashboard PRO + SR High Volume Boxes + Massive Order Spike Detector --- ## 1. SYSTEM PHILOSOPHY This ecosystem tracks **Institutional Order Flow**. The core principle is that "Smart Money" leaves undeniable footprints through abnormal volume (Spikes) and specific price zones (High Volume Boxes). The system filters retail noise to identify where "Whales" are accumulating or distributing positions. --- ## 2. VISUAL DICTIONARY & SIGNALS ### A. PVSRA & Candles (Institutional Sentiment) | Candle Color | Signal Type | Operational Meaning | | :--- | :--- | :--- | | 🟢 **Bright Green** | **Bull Climax** | Maximum Volume. Strong institutional buying or "Blow-off top". | | 🟣 **Magenta** | **Bear Climax** | Maximum Volume. Strong institutional selling or "Selling climax". | | 🔵 **Blue** | **Bull Rising** | Above-average volume. Professional buying interest. | | 🔴 **Red/Orange** | **Bear Rising** | Above-average volume. Professional selling interest. | | ⚪ **Grey** | **Normal** | Retail volume. Low institutional participation. | ### B. SR Boxes & Spike Detector (The Triggers) * **Teal Boxes:** High Volume Support (Demand Zone). * **Red Boxes:** High Volume Resistance (Supply Zone). * **Triangles (▲/▼):** "Massive Order Spike". Statistical confirmation of heavy entry. * **Diamonds (◆):** Real-time confirmation that a level (Box) is "Holding." --- ## 3. THE PRO DASHBOARD (Confluence Matrix) Always consult the top-right dashboard before executing a trade: 1. **Momentum (9/20):** Short-term direction (Green Cloud = Long, Red = Short). 2. **Trend (20/50):** Health of the intermediate trend. 3. **Inst. Trend (200):** The master filter. Above SMA 200, look for Longs only; below, Shorts only. 4. **Delta Pressure:** Shows if the actual money flow is positive (BUY) or negative (SELL). 5. **CONFLUENCE PRO:** The final verdict. "STRONG BUY/SELL" means all parameters are aligned. --- ## 4. OPERATIONAL PROTOCOL (STRATEGY) ### **Phase 1: Zone Identification** Identify where the price is relative to the **High Volume Boxes**. - *Long Setup:* Price enters a Teal Box or tests a dashed "Support-Flip" line. - *Short Setup:* Price enters a Red Box or tests a dashed "Resistance-Flip" line. ### **Phase 2: The Trigger (Action)** Wait for the coordinated appearance of signals: 1. **PVSRA Color:** The candle must turn Climax (Green/Magenta). 2. **Order Spike:** The Triangle confirmation must appear. 3. **Level Confirmation:** The Diamond (◆) appears, indicating a bounce/rejection from the zone. ### **Phase 3: Execution** - **ENTRY:** Enter when the Dashboard shows "STRONG BUY/SELL" coinciding with Phase 2 signals. - **STOP LOSS:** Placed behind the opposite limit of the Box or the Climax candle wick. - **TAKE PROFIT:** Use the **Dashed Recovery Lines** or the opposite High Volume Box. --- ## 5. RECOMMENDED TECHNICAL CONFIGURATION | Parameter | Value | Notes | | :--- | :--- | :--- | | **PVSRA Climax** | 2.7 | Captures only the most significant institutional moves. | | **Spike Multiplier** | 4.0 | Filters out statistical noise. | | **Inst. SMA** | 200 | Blue (
Penunjuk Pine Script®
oleh CryptoZoso
EMA Trend Reversal (Regime Change)EMA Trend Reversal (Regime Change) This indicator highlights EMA slope reversals that often coincide with trend or regime shifts, using a simple two-stage visual system. It is especially effective on higher timeframes (Daily / Weekly) for swing trading and trend-bias awareness. Detailed User Guide What the signals mean Confirmed signals (dots) Green dot below price - EMA slope has confirmed upward (bullish regime shift) Red dot above price - EMA slope has confirmed downward (bearish regime shift) Confirmed dots only appear after the candle closes. Unconfirmed signals (triangles) Yellow triangle below price - EMA is turning up intrabar (not yet confirmed) Yellow triangle above price - EMA is turning down intrabar (not yet confirmed) Unconfirmed signals may repeat at a set interval until confirmation. Alerts This script provides two alerts: EMA Reversal UP EMA Reversal DOWN Each alert can fire on: Initial unconfirmed reversal Reminder interval while unconfirmed Final confirmed reversal Alerts will NOT fire unless this indicator is active on at least one chart. It may be kept on a chart you do not actively trade. Settings EMA Length (default: 21) Reminder interval (minutes) Show / hide unconfirmed triangles Show / hide confirmed dots Dot transparency Colors (locked to preserve signal meaning) Best use cases Identifying trend or regime changes Weekly swing trade entries and exits Holding-period guidance during trends Alert-based monitoring without watching charts This is not a scalp or oscillator signal. It works best when combined with structure, support/resistance, or higher-timeframe context. Disclaimer This indicator is provided for educational and informational purposes only. It does not constitute financial, investment, or trading advice. All trading involves risk. Use at your own discretion.
Penunjuk Pine Script®
oleh jimmycryp1
15min & 5min Scalping RibbonOpen-source replication of Annii's Ribbon: Not quite 100% pixel perfect but very close, with the same functionality for detecting possible trend changes. Ribbon Scalp Strategy TF: 5-15 mins When to enter long: Wait for whole ribbon to turn green then enter long Once in the trade watch the outer 3 lines. If they start to spread away from the others, that’s a sign that a pullback is coming so ether exit or move your stop into profit to protect it When a pullback happens, watch the yellow band for a bounce. If it bounces off, stay in trade. Cross below, could be reversal sign so get out. When moving stops throughout the trade, use the yellow band as a guide to know where to move stop too, placing it just below the line. There are two yellow MAs. When you start your session, look left to see which one has been acting as support for the past few hours and go with that one. As long as it stays above the yellow, you can stay in the trade. Again exit, when outer bands start to widen. Short - everything above in reverse. What not to do: Do not try to pick a reversal early when you start to see one or two bands turn red - this does not mean a reversal is coming! It could just be a pullback before continuing long.
Penunjuk Pine Script®
oleh welkinthepangolin
Cumulative % Change & Inflation-Adjusted (Auto CPI by Currency)This indicator tracks an asset’s cumulative performance from a user-defined start date (T0) and compares nominal returns with inflation-adjusted (“real”) returns, automatically selecting the appropriate CPI series based on the asset currency (USD or EUR). What it shows Nominal cumulative return (%) from T0, based on the selected price series. Inflation change (%) from T0, using a monthly CPI index: USD assets: US CPI (FRED CPIAUCSL) EUR assets: Euro Area CPI (TradingView Economics EUCPI) Real cumulative return (%) from T0, i.e., nominal return deflated by cumulative CPI. Key inputs T0 (start date): Year / month / day used as the reference point. Asset currency (USD/EUR): Drives automatic CPI selection. Initial capital: Starting value expressed in the asset’s currency; used to display current nominal and real (inflation-adjusted) portfolio value. Performance ticker (optional): Lets you compute performance using a different symbol than the chart (e.g., a total-return series or an accumulating ETF). If left empty, the script uses the chart’s symbol. Outputs Plots Nominal cumulative % change Real (inflation-adjusted) cumulative % change CPI % change Summary table Nominal return % Real return % CPI change % Reference date (T0) Initial value Current nominal value Current inflation-adjusted value Performance ticker used Notes CPI is monthly, so the inflation line updates in steps. If you use a price series that does not include dividends (standard “close”), nominal/real returns may underestimate total return for dividend-paying assets.
Penunjuk Pine Script®
oleh AlexGhioldi
EMABu indikatör; EMA 3, 5, 8, 10, 13, 20, 50, 88, 100 ve 200 periyotlu üstel hareketli ortalamaları tek bir seferde grafiğinize ekler ve her ortalama için ayrı ayrı alarm kurma imkanı sunar. This indicator plots 10 different Exponential Moving Averages (EMA 3, 5, 8, 10, 13, 20, 50, 88, 100, and 200) simultaneously on your chart. It features individual alert conditions for each moving average, allowing you to set specific notifications for price crossovers at any period. Main Features: Multiple EMA Periods: Includes short, medium, and long-term averages. Alerts: Individual alert conditions for all 10 EMA lines. Visuals: Each line is colored differently for easy identification. Price Labels: Values are visible on the right-hand price scale.
Penunjuk Pine Script®
oleh aslanoglusadik
Custom Time-Range Breakout with 4x EMA Filter Time-Range Breakout Monitor with 4x EMA FilterThis indicator is a powerful tool designed to capture volatility during specific market hours (like London or New York opens). It monitors a custom price range (High/Low) and tracks whether these levels are breached, using a 4x EMA ribbon as a trend filter.Key Features:Adjustable Range: Define your own start and end time (hours and minutes) to mark the session range.Breakout Tracking: The indicator visually tracks if the High or Low of the session has been taken (Broken) and displays the status in a real-time dashboard.4x EMA Ribbon: Integrated trend filter with specific color coding for quick visual confirmation.Smart Alerts: Built-in alerts for both Bullish (Up) and Bearish (Down) breakouts.EMA Color Legend (Rafał's Setup):EMA PeriodColorRoleEMA 20GrayShort-term momentumEMA 50GreenMedium-term trend confirmationEMA 100YellowIntermediate support/resistanceEMA 200RedLong-term baseline (The "Trendline")How to Use:Set the Session: Input your target range in the settings (e.g., 09:00 - 10:00).Monitor the Dashboard: The top-right table shows "TAK" (YES) or "NIE" (NO) if the levels have been breached during the current day.Confirm the Trend: * Long: Price breaks above the range AND is supported by the Green (50) and Red (200) EMAs.Short: Price breaks below the range AND is trending under the Green (50) and Red (200) EMAs.Settings:Start/End Hour & Minute: Full control over the tracked time window.Alerts: Enable "Wybicie Górą" or "Wybicie Dołem" in the TradingView Alert menu.
Penunjuk Pine Script®
oleh koczkoda
1
NY VWAP 2std to 3std Probabilities + Exit ZonesHow it works: Time buckets Early: 10:30 – 12:00 Mid: 12:00 – 14:00 Late: 14:00 – 16:00 Bands 2σ band (s2up / s2dn) → this is where the “potential breakout” starts. 3σ band (s3up / s3dn) → this is the “target” for the 2→3σ move. Counting logic If during a given bucket, the price touches the 2σ band, it counts as a 2σ hit. If after that, in the same bucket, the price also touches the 3σ band, it counts as a 3σ hit. Probability calculation \text{Probability 2→3σ} = \frac{\text{# of 3σ hits}}{\text{# of 2σ hits}} \times 100 For example, if in the late session the lower 2σ band is hit 10 times, and of those 10 times, 6 eventually hit the lower 3σ band, the script will show 60%. Labels / lines On the chart, Upper/Lower 2→3σ probabilities are displayed per bucket. So yes: “Late Lower 2σ → 3σ: 60%” means: if price touches the lower 2σ band in the late session, historically, 60% of those touches continued to the 3σ band. ⚠ Important caveats: These are historical probabilities, not predictions. Small sample sizes in a bucket can make percentages unstable early in the day. The script only counts session NY bars (0930–1600) and ignores pre-10:30 hits to reduce opening volatility noise.
Penunjuk Pine Script®
oleh seanhillis97
Risk Size Calculator - Indices/Metals This indicator is a universal position sizing tool that automatically calculates how many contracts or units to trade based on your defined dollar risk and stop size, while intelligently adapting to the asset you’re trading. Key Features Works on any asset: indices, metals, futures, stocks, crypto, etc. Auto stop interpretation: Metals (GC, MGC, SI, SIL, etc.) → Ticks Everything else → Points Single stop input (no switching between points/ticks manually) Auto preset stops per asset class (optional) Uses TradingView’s native contract data (pointvalue, mintick) for accuracy Clean, readable top-right panel with: Risk ($) Stop (Points or Ticks, auto-labeled) Contracts / Units Actual Risk ($) Optional manual $-per-point override for edge cases or custom instruments Designed for fast execution with zero mental math and minimal chart disruption.
Penunjuk Pine Script®
oleh marcusblairbrand