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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
招待専用スクリプト
このスクリプトは作者が承認したユーザーのみアクセス可能です。使用するにはアクセス申請をして許可を得る必要があります。通常は支払い後に承認されます。詳細は下記の作者の指示に従うか、BuchuanneikuYYDSに直接お問い合わせください。
TradingViewは、作者を完全に信頼し、スクリプトの動作を理解していない限り、有料スクリプトの購入・使用を推奨しません。コミュニティスクリプトには無料のオープンソースの代替が多数あります。
作者の指示
V:BuChuangNeiKuxx
免責事項
この情報および投稿は、TradingViewが提供または推奨する金融、投資、トレード、その他のアドバイスや推奨を意図するものではなく、それらを構成するものでもありません。詳細は利用規約をご覧ください。
招待専用スクリプト
このスクリプトは作者が承認したユーザーのみアクセス可能です。使用するにはアクセス申請をして許可を得る必要があります。通常は支払い後に承認されます。詳細は下記の作者の指示に従うか、BuchuanneikuYYDSに直接お問い合わせください。
TradingViewは、作者を完全に信頼し、スクリプトの動作を理解していない限り、有料スクリプトの購入・使用を推奨しません。コミュニティスクリプトには無料のオープンソースの代替が多数あります。
作者の指示
V:BuChuangNeiKuxx
免責事項
この情報および投稿は、TradingViewが提供または推奨する金融、投資、トレード、その他のアドバイスや推奨を意図するものではなく、それらを構成するものでもありません。詳細は利用規約をご覧ください。