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ที่อัปเดต: Ghost Candles
👻 Ghost Candles - Predictive Market Projection
Ghost Candles is an advanced forward-projection indicator that visualizes potential future price action directly on your chart using dynamically generated “ghost” candles.
Unlike traditional indicators that lag or react, Ghost Candles attempts to anticipate short-term market structure by learning from real-time order-flow proxies, volatility, and price behavior.
🔍 What It Does:
Ghost Candles projects up to 32 future candles ahead of the current price, rendering them as semi-transparent candles that evolve in real time.
These projections are not static - they continuously adapt as new data comes in, giving you a live, evolving forecast of market direction and structure.
⚙️ How It Works:
At its core, Ghost Candles uses a lightweight neural network trained directly on-chart.
The model updates itself every bar, adapting to changing market conditions without external data.
🧠 How to Use:
Ghost Candles is best used as a contextual tool, not a standalone signal generator.
Use it to:
Anticipate short-term directional bias
Visualize potential continuation vs reversal scenarios
Identify compression before expansion
Gauge market hesitation or momentum build-up
⚠️ Important Notes:
This indicator is predictive and experimental, not deterministic
Projections will change as new data comes in (especially on live bars)
Best used alongside structure, liquidity, and confirmation tools
Not financial advice
Ghost Candles is an advanced forward-projection indicator that visualizes potential future price action directly on your chart using dynamically generated “ghost” candles.
Unlike traditional indicators that lag or react, Ghost Candles attempts to anticipate short-term market structure by learning from real-time order-flow proxies, volatility, and price behavior.
🔍 What It Does:
Ghost Candles projects up to 32 future candles ahead of the current price, rendering them as semi-transparent candles that evolve in real time.
These projections are not static - they continuously adapt as new data comes in, giving you a live, evolving forecast of market direction and structure.
⚙️ How It Works:
At its core, Ghost Candles uses a lightweight neural network trained directly on-chart.
The model updates itself every bar, adapting to changing market conditions without external data.
🧠 How to Use:
Ghost Candles is best used as a contextual tool, not a standalone signal generator.
Use it to:
Anticipate short-term directional bias
Visualize potential continuation vs reversal scenarios
Identify compression before expansion
Gauge market hesitation or momentum build-up
⚠️ Important Notes:
This indicator is predictive and experimental, not deterministic
Projections will change as new data comes in (especially on live bars)
Best used alongside structure, liquidity, and confirmation tools
Not financial advice
Release Note
👻 Ghost Candles - Predictive Market ProjectionGhost Candles is an advanced forward-projection indicator that visualizes potential future price action directly on your chart using dynamically generated “ghost” candles.
Unlike traditional indicators that lag or react, Ghost Candles attempts to anticipate short-term market structure by learning from real-time order-flow proxies, volatility, and price behavior.
🔍 What It Does:
Ghost Candles projects up to 32 future candles ahead of the current price, rendering them as semi-transparent candles that evolve in real time.
These projections are not static - they continuously adapt as new data comes in, giving you a live, evolving forecast of market direction and structure.
⚙️ How It Works:
At its core, Ghost Candles uses a lightweight neural network trained directly on-chart.
The model updates itself every bar, adapting to changing market conditions without external data.
🧠 How to Use:
Ghost Candles is best used as a contextual tool, not a standalone signal generator.
Use it to:
Anticipate short-term directional bias
Visualize potential continuation vs reversal scenarios
Identify compression before expansion
Gauge market hesitation or momentum build-up
⚠️ Important Notes:
This indicator is predictive and experimental, not deterministic
Projections will change as new data comes in (especially on live bars)
Best used alongside structure, liquidity, and confirmation tools
Not financial advice
Release Note
Improved the networks capacity to learn the extremes of price action.Improved ghost wicks.
Release Note
Improved default hyperparameters.Improved ghost prediction scaling.
Release Note
Significantly improved predictive capabilities by implementing multi-timeframe features.Release Note
Reduced HTF multiplier to 8 to improve predictive accuracy.Release Note
Fixed a bug where some timeframes caused the indicator to fail loading.Release Note
Implemented per-horizon magnitude scaling for ghost candles.Release Note
Decreased network sensitivity to the current live candle.Release Note
Fixed a bug where incomplete live candles could lead to oversimplified predictions.Release Note
Improved the default hyperparameter set.Release Note
Increased Scale LR to reduce overly conservative ghost candle deltas.Release Note
Implemented visual improvements.Release Note
Removed heikin ashi smoothing of HTF features.Release Note
Added directional accuracy and edge tracker (with comparison against a randomly trading baseline algorithm).Release Note
Improved directional accuracy.Release Note
Directional accuracy is now based on the accuracy of the predicted candle directions that the network was most confident in.Release Note
Added user input tooltips to be more user friendly.Release Note
Now places red/green dot signals at the most profitable ghost candles.Release Note
Improved dot placements.Release Note
Made the forecast translucent by default.Release Note
Improved prediction stability.Release Note
Improved forecast continuity.Release Note
Increased amplification of ghost candles.Release Note
Added asymptotic refinement and network mutation.Release Note
Improved default hyperparameters.Release Note
Increased step directional accuracy weight and decreased wick sizes.Release Note
Reduced training samples per bar to prevent timeout errors.Release Note
Added expected % returns to the evaluation table.Replaced the live marker with a red (bearish) or green (bullish) dot at the live candle.
Release Note
Improved back testing to keep track of account growth more accurately.Release Note
Added leverage and stop losses to back testing.Release Note
Improved loading times.สคริปต์โอเพนซอร์ซ
ด้วยเจตนารมณ์หลักของ TradingView ผู้สร้างสคริปต์นี้ได้ทำให้เป็นโอเพนซอร์ส เพื่อให้เทรดเดอร์สามารถตรวจสอบและยืนยันฟังก์ชันการทำงานของมันได้ ขอชื่นชมผู้เขียน! แม้ว่าคุณจะใช้งานได้ฟรี แต่โปรดจำไว้ว่าการเผยแพร่โค้ดซ้ำจะต้องเป็นไปตาม กฎระเบียบการใช้งาน ของเรา
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ข้อมูลและบทความไม่ได้มีวัตถุประสงค์เพื่อก่อให้เกิดกิจกรรมทางการเงิน, การลงทุน, การซื้อขาย, ข้อเสนอแนะ หรือคำแนะนำประเภทอื่น ๆ ที่ให้หรือรับรองโดย TradingView อ่านเพิ่มเติมใน ข้อกำหนดการใช้งาน
สคริปต์โอเพนซอร์ซ
ด้วยเจตนารมณ์หลักของ TradingView ผู้สร้างสคริปต์นี้ได้ทำให้เป็นโอเพนซอร์ส เพื่อให้เทรดเดอร์สามารถตรวจสอบและยืนยันฟังก์ชันการทำงานของมันได้ ขอชื่นชมผู้เขียน! แม้ว่าคุณจะใช้งานได้ฟรี แต่โปรดจำไว้ว่าการเผยแพร่โค้ดซ้ำจะต้องเป็นไปตาม กฎระเบียบการใช้งาน ของเรา
คำจำกัดสิทธิ์ความรับผิดชอบ
ข้อมูลและบทความไม่ได้มีวัตถุประสงค์เพื่อก่อให้เกิดกิจกรรมทางการเงิน, การลงทุน, การซื้อขาย, ข้อเสนอแนะ หรือคำแนะนำประเภทอื่น ๆ ที่ให้หรือรับรองโดย TradingView อ่านเพิ่มเติมใน ข้อกำหนดการใช้งาน