DEEP PEAK AI 🧠 Introducing DeepPeak AI
An intelligent indicator designed to detect price peaks and bottoms, helping modern investors optimize entry and exit points.
🌟 What is DeepPeak AI?
DeepPeak AI is a smart technical analysis indicator powered by artificial intelligence (AI). It identifies potential peak and bottom zones on price charts and provides timely buy-the-dip and sell-the-peak signals.
Built on historical market data, machine learning models, and real-world price behavior, DeepPeak AI allows users to make fast, emotion-free decisions and maximize trading efficiency.
⚙️ How does DeepPeak AI work?
✅ Bottom Detection:
Recognizes oversold zones, bullish reversals, or positive divergences between price and momentum indicators.
→ Suggests BUY in low-risk, high-reward areas.
❌ Peak Detection:
Analyzes when the price hits strong resistance, becomes overbought, or shows signs of weakening bullish momentum.
→ Suggests SELL or TAKE PROFIT in high-risk reversal zones.
🤖 AI Intelligence:
DeepPeak AI continuously learns from thousands of historical price patterns to improve the accuracy of its peak/bottom detection algorithm.
💡 Key Features:
📊 Real-time detection of peaks and bottoms.
📈 Suggested Buy/Sell zones with Take Profit (TP) and Stop Loss (SL) levels.
🔔 Signal alerts via chart and webhook (TradingView integration).
🔄 Self-learning AI that adapts to evolving market behavior.
🔍 Compatible with multiple timeframes and asset types: crypto, stocks, forex, gold, etc.
🧠 Who is DeepPeak AI for?
🧩 New investors who need clear, beginner-friendly signals.
⚔️ Pro traders looking for tools to filter noise and spot ideal trade zones.
🤖 Developers integrating AI-based analysis into trading bots.
⚠️ Usage Notes:
This is not a guaranteed signal tool — use in combination with risk management and overall market analysis.
Works best in trending markets or tight consolidation ranges.
Grafik Desenleri
Divergence Indicator with Multi-Length Pivot DetectionThis Pine Script, titled “Divergence Indicator with Multi-Length Pivot Detection”, tool that detects both regular and hidden divergences between price action and an oscillator (defaulting to close, but configurable). It features multi-length pivot logic, angle-based validation, no-cross filtering, and OB/OS region filtering, making it a robust and precise divergence engine. Below is a detailed breakdown:
⸻
🔧 Inputs and Configuration
• osc_src: Oscillator source (e.g. close, RSI, MACD).
• show_hidden: Toggles detection of hidden divergences.
• min_*_angle settings: Control the minimum angle thresholds (in degrees) for confirming valid divergences (ensures momentum is strong enough).
• validate_no_cross: Ensures oscillator and price slopes don’t “cross” the actual values (i.e. filters out invalid or messy trends).
• oversold_level, overbought_level: Used when use_ob_os_filter is enabled to require oscillator to be in OS/OB zones for regular divergence.
• min_div_length: Minimum distance in bars between previous and current pivot points.
⸻
🔁 Internal Engine Mechanics
1. Pivot Detection Engine (Phase 1: Historical Memory)
• For all combinations of left1 and right1 in the range :
• Records all valid pivot lows and pivot highs.
• Stores their:
• bar index
• price value
• oscillator value
This forms a “memory buffer” of past pivots that future price pivots are compared against.
2. Current Pivot Detection (Phase 2: Scanning)
• Loops through larger pivot configurations (left2 ∈ , right2 = 1) to detect new current pivots.
• For each new pivot, it compares against the historical pivots from phase 1.
⸻
📐 Slope and Angle Calculation
For each matching pivot pair (historical vs current):
• Price and Oscillator Slopes are calculated via linear regression, producing:
• price_angle
• osc_angle
• These are converted using math.atan() and math.todegrees() to get proper angular direction and intensity of trend.
⸻
🧠 Divergence Logic
✅ Bullish Divergence
• Regular Bullish: Price makes a lower low, oscillator makes a higher low.
• Hidden Bullish: Price makes a higher low, oscillator makes a lower low.
• Conditions:
• Must meet minimum angle thresholds.
• Optional: Must be in oversold region (osc_src < oversold_level).
• If validate_no_cross is enabled, linearly interpolated slope must not be violated.
✅ Bearish Divergence
• Regular Bearish: Price makes a higher high, oscillator makes a lower high.
• Hidden Bearish: Price makes a lower high, oscillator makes a higher high.
• Conditions mirror the bullish case (with polarity reversed).
⸻
🖍️ Visualization
• Draws colored lines between pivots for visual clarity:
• Green: Regular Bullish
• Lime: Hidden Bullish
• Red: Regular Bearish
• Maroon: Hidden Bearish
• Uses plotshape() to mark divergence bars:
• Triangle-up for bullish
• Triangle-down for bearish
The lines and shapes help quickly identify divergence zones with strong momentum structure.
⸻
🧪 Filtering Enhancements
• No Cross Slope Filter: Checks that oscillator and price values stay above/below their respective slope lines throughout the interval.
• OB/OS Filter: Restricts divergence signals to occur only in oversold/overbought conditions for regular divergences.
• Signal Thinning: Keeps line count to 100 using array.shift() and line.delete().
⸻
🧬 Design Philosophy
• Built to mimic institutional-grade divergence detection, avoiding common false positives.
• Uses adaptive pivots, rigorous angle validation, and noise filtering.
FOREX Risk Management Calculator BY MUNASARForex Risk Management Calculator by Munasar
Short Description:
A powerful tool to calculate daily risk, reward, position size, and risk-reward ratio for forex trades.
Full Description:
This indicator is built for forex traders who want to manage their risk with precision. It calculates your daily risk and reward based on account size, stop loss PIPS, and take profit PIPS.
You'll also get:
Position size per trade
Risk & reward per trade in $ and PIPS
Take Profit levels
Risk-to-Reward ratio
Support for multiple trades per day
Perfect for both beginners and advanced traders who want to protect their capital and follow a consistent plan.
N.B: Standard Lot Value
"The value of a standard lot varies depending on the currency being traded, as each pair has a different standard lot size."
Created by Munasar
Crypto Weighted 60 Day Return Index60 Day Return of Crypto Index (Volatility Adjusted) weightings based on Holdings
BTC
ETH
SOL
AAVE
XRP
Futures Trade Entry Indicator (MTF)Work in Progress with the help of Claude. Not ready for active trading. Public for help improving. This will be a multi-timeframe futures trading indicator with supply/demand zones, Fair Value Gaps (FVGs), and sophisticated entry/exit logic.I've created a comprehensive Pine Script v6 indicator that matches all your specifications! Here's what the script includes:
## **Key Features Implemented:**
### **🔄 Multi-Timeframe Logic**
- **1H Chart Data**: Detects Supply Zones, Demand Zones, and Fair Value Gaps
- **Current Timeframe**: Monitors for re-entry and confirmation signals
### **📊 Zone Detection**
- **Supply Zones**: Identified using pivot highs with configurable strength
- **Demand Zones**: Identified using pivot lows with touch validation
- **Fair Value Gaps**: Both bullish and bearish FVGs detected automatically
- **Auto-Expiry**: Zones expire after 24 hours (configurable)
### **⚡ Entry Logic**
- **Dual Confirmation Required**:
- ✅ Engulfing candle pattern (bullish/bearish)
- ✅ Market structure shift (HH→LL or LL→HH)
- **Zone Re-entry**: Price must be within identified zones/FVGs
### **🎯 Probability System**
- **Smart Scoring**: Based on zone age, strength, and risk/reward ratio
- **Color-Coded**: Green (High), Yellow (Medium), Red (Low)
- **Real-time Calculation**: Updates with each potential entry
### **🎨 Visual Elements**
- **Colored Zones**: Supply (red), Demand (green), FVGs (blue/orange)
- **Entry Labels**: 🟩 LONG / 🟥 SHORT markers
- **Probability Labels**: Display confidence levels
- **Confirmation Shapes**: Triangle indicators for pattern completion
### **⚙️ Manual Controls**
All the requested toggles are available in the settings panel:
- Show/Hide Supply Zones
- Show/Hide Demand Zones
- Show/Hide FVGs
- Show/Hide Labels
- Show/Hide Probability
- Zone strength and expiry settings
- Custom colors for all elements
### **🔔 Alert System**
- Entry opportunity alerts
- Includes probability assessment
- Ticker symbol identification
## **Usage Instructions:**
1. **Apply to 15m chart** for active trading signals
2. **Configure settings** based on your preferences
3. **Set up alerts** for automated notifications
4. **Monitor probability levels** for trade quality assessment
The script automatically handles the complex multi-timeframe analysis while keeping the interface clean and user-friendly. All zones update dynamically and expire appropriately to avoid clutter.
Would you like me to adjust any specific parameters or add additional features?
MACD + TSI 交易信号指标 by kuaileya MACD kuaileya VX kale1668 title="🚀 强势买入信号", message="🚀 {{ticker}} 强势买入信号!价格:{{close}} | MACD和TSI同时确认多头趋势")
alertcondition(strongSell and showAlerts, title="💥 强势卖出信号", message="💥 {{ticker}} 强势卖出信号!价格:{{close}} | MACD和TSI同时确认空头趋势")
alertcondition(normalBuy and showAlerts, title="📈 买入信号", message="
IFVG ExtendedThis indicator identifies and visualizes "Imbalance Fair Value Gaps" (IFVGs) on a price chart. It highlights these gaps, tracks their evolution, and signals when they are "filled" or "invalidated" by price action. The script is quite advanced, using custom types, arrays, and dynamic drawing.
1. Types and Variables
Custom Types:
lab: Stores label information (x, y, direction).
fvg: Stores Fair Value Gap data, including its boundaries, direction, state, labels, and other properties.
Arrays:
Four arrays track bullish and bearish FVGs, and their "invalidated" (filled) versions.
Signals:
Boolean variables to store if a bullish or bearish signal is triggered.
2. User Inputs and Parameters
Display Settings:
How many recent FVGs to show, signal preference (close or wick), ATR multiplier for gap size filtering, and colors for bullish/bearish/midline.
3. Chart Data
Price Data:
Open, high, low, close, and ATR (Average True Range) are stored for use in calculations.
4. Functions
label_maker:
Draws an up or down arrow label at a given point, colored for bullish or bearish.
fvg_manage:
Checks if any FVGs in the array have been "invalidated" (i.e., price has crossed their boundary). If so, moves them to the invalidated array.
inv_manage:
Manages invalidated FVGs, checking if a signal should be fired (i.e., price has reacted to the gap). Also removes old FVGs.
send_it:
Draws the FVGs and their labels on the chart, using boxes and lines for visualization.
5. Main Logic and Visualization
FVG Detection:
On each bar, checks for new bullish or bearish FVGs based on price action and ATR filter.
Adds new FVGs to the appropriate array.
FVG Management:
Updates the arrays, moves invalidated FVGs, and checks for signals.
Drawing:
On the last bar, clears all previous drawings and redraws the current FVGs and their labels.
6. Alerts
Alert Conditions:
Sets up alerts for when a bullish or bearish IFVG signal is triggered, so users can be notified.
Summary
In short:
This script automatically finds and tracks "Imbalance Fair Value Gaps" on your chart, highlights them, and alerts you when price interacts with them in a significant way. It uses advanced Pine Script features to manage and visualize these zones dynamically, helping traders spot potential reversal or continuation points based on gap theory
FVG + Liquidity Sweepsthis is a test and i don't know if it is gonna actually work but let me know if it does.
CHoCH + BOS + LQ Sweep v6.3.8 PRO+The CHoCH + BOS + LQ Sweep PRO indicator is a comprehensive Smart Money Concepts (SMC) tool designed to identify market structure shifts, liquidity sweeps, and key supply-demand zones across multiple timeframes. It helps traders visualize crucial price action patterns like Change of Character (CHoCH), Break of Structure (BOS), and liquidity grabs that often precede significant market reversals or continuations.
This tool is especially suited for traders applying multi-timeframe analysis and liquidity-based trading strategies on Forex, crypto, indices, or commodities.
1. Liquidity Sweeps (LQ Sweeps)
Identifies when price sweeps previous highs/lows (stop hunts/liquidity grabs).
Configurable strength setting to filter minor vs. major sweeps.
Optional stop at wick or stop at close logic for more precise entries.
Old sweeps can be displayed or hidden, with user-defined limits for historical sweeps.
2. Multi-Timeframe (HTF) Sweeps
Displays liquidity sweeps from higher timeframes (M15, H1, H4, D1, W1).
Individual checkboxes allow flexible combinations (e.g., show only H1 & H4 sweeps).
Unique colors for each timeframe to differentiate visually on the chart.
3. Supply/Demand Zones
Automatically plots zones around swing highs and lows.
Zones are dynamically updated and locked once price interacts with them.
Configurable view: Show both bullish/bearish zones or filter for one side only.
Option to display/hide old zones and limit the number of zones shown.
4. Historical Sweep Management
Stores up to 5000 sweeps internally, while adhering to TradingView’s rendering limits (max 500 drawn).
Ensures chart clarity by prioritizing the most recent sweeps.
Joe Best EMAMoney Beast EMA Cross-Over with TP settings that can help track the market trend on all timeframes no matter whether you are a scalper, Day trader or Swing trader this has been modified to cater for all category traders bst usage for price action traders
Twin Range Filter V2 – Buy/Sell Signals📊 Indicator Name: Twin Range Filter – Buy/Sell Signals
📝 Description:
The Twin Range Filter is a trend-following indicator that combines two adaptive volatility filters to identify potential market reversals and trend continuations. It uses two configurable smoothing periods (fast and slow) to calculate a dynamic range around price, filtering out market noise and highlighting meaningful shifts in direction.
This indicator plots BUY and SELL signals based on price action in relation to the range filter, as well as internal trend conditions.
✅ How It Works:
Long Signal (BUY) is triggered when:
Price is above the filtered range (showing strength), and
Short-term upward momentum is confirmed.
Short Signal (SELL) is triggered when:
Price is below the filtered range (showing weakness), and
Short-term downward momentum is confirmed.
The signals are highlighted using green "Long" and red "Short" labels on the chart.
Background colors reinforce the current directional bias.
⚙️ Inputs:
Fast Period & Range: Adjust sensitivity of the fast range filter.
Slow Period & Range: Adjust smoothing of the slow range filter.
Source: Choose which price to base calculations on (e.g., Close, Open, HL2, etc.)
🔔 Alerts:
Long Signal – A new BUY condition has been detected.
Short Signal – A new SELL condition has been detected.
📌 Use Cases:
Entry timing for swing or intraday trades
Trend confirmation filter
Signal generator in automated strategies (when paired with a strategy scrip
Twin Range Filter – Buy/Sell SignalsThe Twin Range Filter is a trend-following indicator that combines two adaptive volatility filters to identify potential market reversals and trend continuations. It uses two configurable smoothing periods (fast and slow) to calculate a dynamic range around price, filtering out market noise and highlighting meaningful shifts in direction.
This indicator plots BUY and SELL signals based on price action in relation to the range filter, as well as internal trend conditions.
✅ How It Works:
Long Signal (BUY) is triggered when:
Price is above the filtered range (showing strength), and
Short-term upward momentum is confirmed.
Short Signal (SELL) is triggered when:
Price is below the filtered range (showing weakness), and
Short-term downward momentum is confirmed.
The signals are highlighted using green "Long" and red "Short" labels on the chart.
Background colors reinforce the current directional bias.
🔔 Alerts:
Long Signal – A new BUY condition has been detected.
Short Signal – A new SELL condition has been detected.
📌 Use Cases:
Entry timing for swing or intraday trades
Trend confirmation filter
Signal generator in automated strategies (when paired with a strategy script)
DAX Inducere Simplă v1.3 – Confirmare InducereDAX Inducere Simplă v1.3 – Confirmare Inducere ,signals before fvg mss and displacement
5-Min Gold Line Reversal (w/ Alerts & RSI Div)Great! Here's the enhanced version of your TradingView Pine Script, now with:
✅ Buy/Sell alerts
✅ RSI divergence detection (optional)
✅ Full visualization of Entry, Stop, Target 1, Target 2
✅ Tailored for 5-minute Gold (GC) but adaptable for other futures too
IVRS 5.0Unlock smarter trading decisions with IVRS 5.0, a cutting-edge indicator designed for Pine Script users. IVRS 5.0 offers enhanced insights into price action and momentum shifts, giving you early warnings of trend reversals and optimal entry/exit points. Built with the latest algorithmic techniques, this premium tool is ideal for traders seeking both reliability and innovation.
Key Features:
Sophisticated reversal detection logic for timely buy/sell signals.
Dynamic adaptability for all chart timeframes and asset classes.
Clean, customizable visualization to match your trading style.
Optimized performance, ensuring seamless integration into your workflow.
Take your chart analysis to the next level with IVRS 5.0 — elevate your trading with precision and confidence!
Elliott Wave Probability System Pro v2🎯 Major Improvements Made to Elliott Wave Script
Key Changes:
1. Advanced Trend Detection (Lines 55-82)
Uses 5 different methods to determine trend over last 75 bars:
Price position in range
Linear regression slope
Moving average alignment
Higher highs/lows pattern
Up vs down bar count
Combines all methods into a trendScore for accurate direction
2. Adaptive Target Direction
New input: adaptiveTargets (line 28) - can toggle on/off
When ON: Targets follow the 75-bar trend regardless of short-term indicators
When OFF: Works like original (based on current momentum)
3. Improved Target Calculation
Bullish targets use extensions from current price to recent high
Bearish targets use retracements from current price to recent low
More realistic price levels based on actual market structure
4. Enhanced Status Display
Added "Trend (75 bars)" row showing BULLISH/BEARISH/NEUTRAL
Helps you see why targets are pointing a certain direction
5. Better Probability Calculation
Base probability adjusts with trend strength (70% if strong trend, 50% if not)
Gradual probability decay with distance
Minimum 15% probability (more realistic than 10%)
New Features:
Trend-Based Alerts
Alerts when 75-bar trend changes from bullish to bearish (or vice versa)
Trend Weight in Scoring
Added trendWeight to the total score calculation
Makes signals more aligned with larger trend
Visual Improvements
Projection lines now show at 40% probability (was 50%)
Better visibility of likely targets
How It Works Now:
If last 75 bars show a downtrend , targets will be bearish (even if RSI is oversold)
If last 75 bars show an uptrend , targets will be bullish (even if RSI is overbought)
The probability adjusts based on trend strength
This solves the issue where the script was showing bullish targets in a clear downtrend. Now it properly reflects the dominant trend direction while still considering short-term indicators for probability calculations.
Multi-Timeframe TrendBelow is a PineScript that calculates the trend for multiple timeframes (5 minutes, 15 minutes, 1 hour, 4 hours, and daily) using the Relative Strength Index (RSI) and Moving Averages (MA) to determine bullish, bearish, or neutral trends. The script displays the trend information on the TradingView chart using a table.
NY ORB Breakout Strategy (MambaFX x DoyleStyle)# NY ORB Breakout Strategy (MambaFX x DoyleExchange)
This is a Pine Script v6 trading strategy developed to capture breakouts of the New York Open Range (9:30 AM EST). It combines concepts from MambaFX and DoyleExchange with modern risk and confirmation logic.
---
## 📌 Overview
* **Platform**: TradingView
* **Script Type**: Strategy
* **Timeframe**: 5-minute (for execution), uses 15-minute Open Range
* **Market**: Forex or Futures
---
## 🧠 Strategy Logic
### 1. **Open Range Setup**
* Open Range defined from **9:30 AM to 9:45 AM EST** (15 mins)
* Strategy waits for a **clear break** above the ORB high or below the ORB low
### 2. **Breakout Conditions**
* Full candle (open & close) must be outside the range
* Optional **retest confirmation** toggle (price revisits range before entry)
### 3. **EMA Filter** *(optional)*
* Longs: Price above 200 EMA, 13 EMA > 50 EMA
* Shorts: Price below 200 EMA, 13 EMA < 50 EMA
### 4. **Trade Execution**
* Entries: Market orders after confirmation
* Exit: TP and SL calculated using Risk\:Reward inputs
* Default TP: 2R
* Default SL: 1R
### 5. **Session Filter**
* Trades only between **9:45 AM and 12:00 PM EST** (New York morning session)
---
## 🛠 Inputs
| Input | Description |
| ------------------- | ------------------------------------ |
| ORB Start Time | Start of range (default 9:30 AM) |
| ORB Duration | Minutes (default 15 mins) |
| EMA Filter | Directional bias (on/off) |
| Retest Confirmation | Require retest before entry (on/off) |
| Take Profit RR | Take profit multiplier (default 2.0) |
| Stop Loss RR | Stop loss multiplier (default 1.0) |
| Show Labels | Toggle label display for breakouts |
---
## ✅ How to Use
1. Open TradingView → Chart
2. Go to **Pine Editor** (bottom panel)
3. Paste the full Pine Script
4. Click **Add to Chart**
5. Enable **Strategy Tester** to see results
---
## 📈 Recommended Chart Setup
* Use 5-minute chart
* Mark support/resistance from 15-minute or 1-hour levels
* Confirm bias with 4H chart direction
---
## 🔔 Alerts
* Bullish breakout alert
* Bearish breakout alert
---
## 📂 File Organization (Optional Dev Style)
```
/ny-orb-breakout-strategy
├── NY_ORB_Breakout_Strategy.pine
└── README.md
```
---
## 📅 Last Updated
**July 28, 2025**
---
## 🤝 Credits
Inspired by:
* **MambaFX** (Breakout philosophy)
* **DoyleExchange** (Clean structure and retest validation)
Trend Magic Real-Time Cross for TradersPostTrend Magic Real-Time Cross for TradersPost. IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII
Kalman VWMA For LoopKalman VWMA For Loop Indicator
The Kalman VWMA For Loop indicator is a sophisticated tool designed to smooth price data using a Kalman filter applied to a Volume Weighted Moving Average (VWMA). By combining the VWMA’s volume-weighted price sensitivity with the adaptive noise reduction of a Kalman filter, this indicator provides traders with a robust momentum and trend-following signal. The indicator includes a customizable for-loop mechanism to potentially iterate over a range of calculations or parameters, enhancing flexibility for advanced trading strategies. Visual outputs are plotted to help traders identify trends and potential trading opportunities with reduced noise.
How It Works
VWMA Calculations
Volume Weighted Moving Average (VWMA): Computes a VWMA based on a user-selected price source (default: Close) over a configurable period (default: 14). The VWMA weights price data by trading volume, providing a more accurate representation of market activity compared to a simple moving average.
Kalman Filter Calculation
Kalman Filter: Applies a Kalman filter to the price source to smooth price movements and reduce noise.
The filter uses:
Process Noise: Controls the adaptability of the filter to price changes (default: 0.01).
Measurement Noise: Adjusts sensitivity to price fluctuations (default: 3).
Filter Order (N): Defines the number of states in the Kalman filter (default: 3), allowing for multi-state modeling of price dynamics.
The Kalman filter iteratively predicts and updates the price estimate using state estimates and error covariances stored in arrays. This process minimizes noise while preserving significant price trends.
For-Loop Mechanism
The script includes a for-loop structure with user-defined parameters (from and to_, defaulting to 1 and 25, respectively). While the provided code does not fully implement the for-loop’s functionality, it is intended to allow iterative calculations or parameter sweeps, such as testing multiple periods or thresholds within the specified range. This feature enhances the indicator’s flexibility for optimization or multi-scenario analysis.
Visual Representations
The indicator plots the VWMA as a red line on the chart, providing a clear visual reference for the volume-weighted trend.
The Kalman-filtered price is calculated but not plotted in the provided code. When plotted, it would appear as a smoothed price line, highlighting the underlying trend with reduced noise.
The for-loop parameters suggest potential for additional visual outputs (e.g., multiple VWMA lines or signals) if fully implemented, but the current script only plots the VWMA.
Customization & Parameters
The Kalman VWMA For Loop indicator offers flexible parameters to suit various trading styles:
Moving Average Parameters:
Price Source: Select the input price (default: Close; options: Close, High, Low, Open).
MA Period: Adjust the VWMA calculation period (default: 14).
Kalman Parameters:
Process Noise: Adjusts the filter’s adaptability to price changes (default: 0.01).
Measurement Noise: Controls sensitivity to price fluctuations (default: 3).
Filter Order (N): Sets the number of states for the Kalman filter (default: 3).
For-Loop Parameters:
From: Starting value for the for-loop (default: 1).
To: Ending value for the for-loop (default: 25).
Color Settings: The VWMA is plotted in red, with potential for additional customizable colors if the for-loop is expanded to plot multiple outputs.
Trading Applications
This indicator is versatile and can be applied across various markets and strategies:
Trend Following:
Use the Kalman-filtered price and VWMA to identify the direction and strength of trends, with the smoothed output reducing false signals in volatile markets.
Momentum Trading: The VWMA highlights volume-driven price movements, allowing traders to enter or exit based on momentum shifts.
Parameter Optimization: The for-loop structure (if fully implemented) enables testing multiple VWMA periods or Kalman parameters, aiding in strategy optimization.
Scalping and Swing Trading: Adjust the MA period and Kalman parameters to suit short-term (scalping) or longer-term (swing trading) strategies.
Final Note
The Kalman VWMA For Loop indicator is a powerful tool for traders seeking to combine volume-weighted price analysis with advanced noise reduction via a Kalman filter. Its customizable parameters and potential for iterative calculations through the for-loop make it adaptable to various trading styles. While the for-loop functionality is not fully implemented in the provided code, completing it could enable dynamic parameter testing or signal generation. As with all indicators, backtest thoroughly and integrate into a comprehensive trading strategy for optimal results.
Volume vs Volatility Trend Signal1 is increasing volume decreasing volatility -1 is decreasing volume increasing volatility 0 is neither
Scalping Indicator v6This Script Show You Recent Scalping Trades u can get instantly we have use the knowledge we gain across the time we might be right or wrong do your own research and use this indicator on ur own risk
CCI MrP Buy/sell"This is a CCI indicator used to suggest buy and sell points based on the crossover between the CCI and the midline. The author assumes no responsibility for any results when trading based on this indicator."