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Neural Network Buy and Sell Signals (No Underwear) - Technical Indicator Introduction
Overview
"Neural Network Buy and Sell Signals" (also known as "No Underwear") is an advanced trading signal indicator based on neural network algorithms, specifically designed for the TradingView platform. This indicator integrates multiple technical analysis tools and machine learning concepts to intelligently identify market buy and sell opportunities, providing quality ratings for each signal.
Core Features
🧠 Neural Network Architecture
Three Hidden Layer Neural Network: Utilizes advanced neural network structure to analyze market data
Multi-Factor Input: Combines five dimensions - AMF indicator, ALMA moving averages, support/resistance, swing structure, and market regime
Intelligent Scoring System: Generates 0-1 confidence scores for each signal
📊 Signal Grading System
The indicator categorizes trading signals into 6 quality grades:
A+ Grade (≥80%) - Highest quality signals
A Grade (76-79%) - Excellent signals
B Grade (65-75%) - Good signals
C Grade (37-64%) - Moderate signals
D Grade (28-36%) - Poor signals
F Grade (<28%) - Lowest quality signals
⚙️ Main Features
1. Intelligent Signal Filtering
Customizable display of signal grades
Adjustable sensitivity (0.1-10.0)
ATR dynamic stop loss mechanism
2. Multi-Timeframe Adaptation
Built-in input data normalization
Z-score standardization technology
Outlier clipping functionality
3. Visual Customization
Three candle type options (Regular, Heikin Ashi, Linear Regression)
Customizable signal label sizes and colors
Option to display by grade colors or uniform colors
🔧 Technical Core
AMF (Adaptive Moving Frequency) Indicator
Combines ZLEMA, DEMA, and Volume Oscillator
Dynamically adjusts calculation periods to adapt to market volatility
Multi-timeframe weight configuration
ALMA Moving Average System
Arnaud Legoux Moving Average
Dual ALMA combination for trend strength analysis
Gap threshold detection
Market Environment Analysis
Support and resistance identification
Swing structure detection
Market regime judgment (Trending/Ranging)
🎯 Usage Recommendations
Target Audience
Medium to short-term traders
Investors requiring quantitative signal confirmation
Users preferring systematic trading strategies
Parameter Adjustment Guide
Beginners: Use default parameters, focus on A+ and A grade signals
Advanced Users: Adjust sensitivity based on market volatility
Professional Traders: Combine with other indicators to validate signal quality
⚡ Performance Characteristics
Real-time calculation, fast response
Maximum 5000-bar lookback
Optimized computational efficiency
📈 Trading Philosophy
This indicator is based on the "quality over quantity" philosophy, using neural networks to filter high-probability trading opportunities, helping traders:
Avoid overtrading
Improve single trade success rate
Establish disciplined trading habits
💡 Important Notes
Recommended to confirm signals with other analysis tools
Different instruments may require parameter adjustments
Use with caution during major economic data releases
Overview
"Neural Network Buy and Sell Signals" (also known as "No Underwear") is an advanced trading signal indicator based on neural network algorithms, specifically designed for the TradingView platform. This indicator integrates multiple technical analysis tools and machine learning concepts to intelligently identify market buy and sell opportunities, providing quality ratings for each signal.
Core Features
🧠 Neural Network Architecture
Three Hidden Layer Neural Network: Utilizes advanced neural network structure to analyze market data
Multi-Factor Input: Combines five dimensions - AMF indicator, ALMA moving averages, support/resistance, swing structure, and market regime
Intelligent Scoring System: Generates 0-1 confidence scores for each signal
📊 Signal Grading System
The indicator categorizes trading signals into 6 quality grades:
A+ Grade (≥80%) - Highest quality signals
A Grade (76-79%) - Excellent signals
B Grade (65-75%) - Good signals
C Grade (37-64%) - Moderate signals
D Grade (28-36%) - Poor signals
F Grade (<28%) - Lowest quality signals
⚙️ Main Features
1. Intelligent Signal Filtering
Customizable display of signal grades
Adjustable sensitivity (0.1-10.0)
ATR dynamic stop loss mechanism
2. Multi-Timeframe Adaptation
Built-in input data normalization
Z-score standardization technology
Outlier clipping functionality
3. Visual Customization
Three candle type options (Regular, Heikin Ashi, Linear Regression)
Customizable signal label sizes and colors
Option to display by grade colors or uniform colors
🔧 Technical Core
AMF (Adaptive Moving Frequency) Indicator
Combines ZLEMA, DEMA, and Volume Oscillator
Dynamically adjusts calculation periods to adapt to market volatility
Multi-timeframe weight configuration
ALMA Moving Average System
Arnaud Legoux Moving Average
Dual ALMA combination for trend strength analysis
Gap threshold detection
Market Environment Analysis
Support and resistance identification
Swing structure detection
Market regime judgment (Trending/Ranging)
🎯 Usage Recommendations
Target Audience
Medium to short-term traders
Investors requiring quantitative signal confirmation
Users preferring systematic trading strategies
Parameter Adjustment Guide
Beginners: Use default parameters, focus on A+ and A grade signals
Advanced Users: Adjust sensitivity based on market volatility
Professional Traders: Combine with other indicators to validate signal quality
⚡ Performance Characteristics
Real-time calculation, fast response
Maximum 5000-bar lookback
Optimized computational efficiency
📈 Trading Philosophy
This indicator is based on the "quality over quantity" philosophy, using neural networks to filter high-probability trading opportunities, helping traders:
Avoid overtrading
Improve single trade success rate
Establish disciplined trading habits
💡 Important Notes
Recommended to confirm signals with other analysis tools
Different instruments may require parameter adjustments
Use with caution during major economic data releases
סקריפט להזמנה בלבד
רק משתמשים שאושרו על ידי המחבר יכולים לגשת לסקריפט הזה. יהיה עליך לשלוח בקשת גישה ולקבל אישור לשימוש. בדרך כלל, הגישה ניתנת לאחר תשלום. למידע נוסף, עקוב אחר ההוראות של היוצר בהמשך או צור קשר עם BuchuanneikuYYDS ישירות.
TradingView לא ממליצה לשלם עבור סקריפט או להשתמש בו אלא אם כן אתה סומך לחלוטין על המחבר שלו ומבין כיצד הוא פועל. ייתכן שתוכל גם למצוא חלופות חינמיות וקוד פתוח ב-סקריפטים הקהילתיים שלנו.
הוראות המחבר
V：BuChuangNeiKuxx
כתב ויתור
המידע והפרסומים אינם מיועדים להיות, ואינם מהווים, ייעוץ או המלצה פיננסית, השקעתית, מסחרית או מכל סוג אחר המסופקת או מאושרת על ידי TradingView. קרא עוד ב־תנאי השימוש.
סקריפט להזמנה בלבד
רק משתמשים שאושרו על ידי המחבר יכולים לגשת לסקריפט הזה. יהיה עליך לשלוח בקשת גישה ולקבל אישור לשימוש. בדרך כלל, הגישה ניתנת לאחר תשלום. למידע נוסף, עקוב אחר ההוראות של היוצר בהמשך או צור קשר עם BuchuanneikuYYDS ישירות.
TradingView לא ממליצה לשלם עבור סקריפט או להשתמש בו אלא אם כן אתה סומך לחלוטין על המחבר שלו ומבין כיצד הוא פועל. ייתכן שתוכל גם למצוא חלופות חינמיות וקוד פתוח ב-סקריפטים הקהילתיים שלנו.
הוראות המחבר
V：BuChuangNeiKuxx
כתב ויתור
המידע והפרסומים אינם מיועדים להיות, ואינם מהווים, ייעוץ או המלצה פיננסית, השקעתית, מסחרית או מכל סוג אחר המסופקת או מאושרת על ידי TradingView. קרא עוד ב־תנאי השימוש.