Live Candle

Live Candle is an ensemble trading advisor combining three complementary neural network architectures: LSTM, N-HiTS, and TFT.

LSTM captures long-term sequential dependencies and market context. N-HiTS specializes in multi-horizon forecasting, excelling at detecting complex trend structures and turning points. TFT adds adaptive attention mechanisms, dynamically focusing on the most relevant temporal patterns across varying market conditions.

The defining concept is the live candle itself. Rather than acting only on closed bars, the EA incorporates the currently forming candle into the active prediction chain — estimating how a higher-timeframe candle is likely to close before it actually does. This creates a genuine early-signal advantage over conventional close-based systems.

The advisor operates in multi-currency mode across six major pairs. Chart timeframe and live candle timeframe are configured independently.

To speed up testing, use "Modelling: 1 minute OHLC".

More information on the development of this EA in this post: https://www.mql5.com/en/blogs/post/773155


=== Advanced Settings === 
Live candle flag >> Enable live candle mode.
Live candle timeframe >> Only valid when "Live candle flag" is set to true.
Max positions per symbol >> Maximum number of positions per symbol.
Range between positions (points) >> Minimum distance between additional positions.
Volume >> Trade volume. Fixed lot size (e.g. 0.01) or a percentage of equity (e.g. 0.01%).
Close all profit >> Close all trades when a specified profit target is reached. Fixed amount (e.g. 500) or a percentage of equity (e.g. 5%).
Resume trading on "Close all" >> Resume opening new trades after all positions are closed. If false, trading resumes next week. If true, trading resumes on the next bar.
Spread max >> Maximum allowed spread for market entry.
Suffix for symbols >> Broker symbol suffix (e.g., .m, _i).


=== Standard Settings ===
Comment >> Order comment.
Magic number >> Unique trade identifier.
Take profit (points) >> Fixed TP.
Stop loss (points) >> Fixed SL.
Trailing stop (points) >> Trailing stop (0 — disabled).


=== Misc ===
Draw font color / size >> Visual settings.
Log messages (min) >> How often to print messages to the event log (minutes).
Multi mode >> Multi-currency mode (recommended true).


=== Your Symbols ===
Enable or disable trading for each of the 6 available symbols — you can keep only the markets you consider suitable.


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