OPEN-SOURCE SCRIPT
Telah dikemas kini 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
Nota Keluaran
👻 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
Nota Keluaran
Improved the networks capacity to learn the extremes of price action.Improved ghost wicks.
Nota Keluaran
Improved default hyperparameters.Improved ghost prediction scaling.
Nota Keluaran
Significantly improved predictive capabilities by implementing multi-timeframe features.Nota Keluaran
Reduced HTF multiplier to 8 to improve predictive accuracy.Nota Keluaran
Fixed a bug where some timeframes caused the indicator to fail loading.Nota Keluaran
Implemented per-horizon magnitude scaling for ghost candles.Nota Keluaran
Decreased network sensitivity to the current live candle.Nota Keluaran
Fixed a bug where incomplete live candles could lead to oversimplified predictions.Nota Keluaran
Improved the default hyperparameter set.Nota Keluaran
Increased Scale LR to reduce overly conservative ghost candle deltas.Nota Keluaran
Implemented visual improvements.Nota Keluaran
Removed heikin ashi smoothing of HTF features.Nota Keluaran
Added directional accuracy and edge tracker (with comparison against a randomly trading baseline algorithm).Nota Keluaran
Improved directional accuracy.Nota Keluaran
Directional accuracy is now based on the accuracy of the predicted candle directions that the network was most confident in.Nota Keluaran
Added user input tooltips to be more user friendly.Nota Keluaran
Now places red/green dot signals at the most profitable ghost candles.Nota Keluaran
Improved dot placements.Nota Keluaran
Made the forecast translucent by default.Nota Keluaran
Improved prediction stability.Nota Keluaran
Improved forecast continuity.Nota Keluaran
Increased amplification of ghost candles.Nota Keluaran
Added asymptotic refinement and network mutation.Nota Keluaran
Improved default hyperparameters.Nota Keluaran
Increased step directional accuracy weight and decreased wick sizes.Nota Keluaran
Reduced training samples per bar to prevent timeout errors.Nota Keluaran
Added expected % returns to the evaluation table.Replaced the live marker with a red (bearish) or green (bullish) dot at the live candle.
Nota Keluaran
Improved back testing to keep track of account growth more accurately.Nota Keluaran
Added leverage and stop losses to back testing.Nota Keluaran
Improved loading times.Skrip sumber terbuka
Dalam semangat TradingView sebenar, pencipta skrip ini telah menjadikannya sumber terbuka, jadi pedagang boleh menilai dan mengesahkan kefungsiannya. Terima kasih kepada penulis! Walaupuan anda boleh menggunakan secara percuma, ingat bahawa penerbitan semula kod ini tertakluk kepada Peraturan Dalaman.
Penafian
Maklumat dan penerbitan adalah tidak bertujuan, dan tidak membentuk, nasihat atau cadangan kewangan, pelaburan, dagangan atau jenis lain yang diberikan atau disahkan oleh TradingView. Baca lebih dalam Terma Penggunaan.
Skrip sumber terbuka
Dalam semangat TradingView sebenar, pencipta skrip ini telah menjadikannya sumber terbuka, jadi pedagang boleh menilai dan mengesahkan kefungsiannya. Terima kasih kepada penulis! Walaupuan anda boleh menggunakan secara percuma, ingat bahawa penerbitan semula kod ini tertakluk kepada Peraturan Dalaman.
Penafian
Maklumat dan penerbitan adalah tidak bertujuan, dan tidak membentuk, nasihat atau cadangan kewangan, pelaburan, dagangan atau jenis lain yang diberikan atau disahkan oleh TradingView. Baca lebih dalam Terma Penggunaan.