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@ -409,6 +409,7 @@ def update_live_html(candles, trade_history, epoch, loss, total_pnl):
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fig, ax = plt.subplots(figsize=(12, 6))
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fig, ax = plt.subplots(figsize=(12, 6))
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update_live_chart(ax, candles, trade_history)
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update_live_chart(ax, candles, trade_history)
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epoch_pnl = sum(trade["pnl"] for trade in trade_history)
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epoch_pnl = sum(trade["pnl"] for trade in trade_history)
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ax.set_title(f"Epoch {epoch} | Loss: {loss:.4f} | PnL: {epoch_pnl:.2f} | Total PnL: {total_pnl:.2f}")
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ax.set_title(f"Epoch {epoch} | Loss: {loss:.4f} | PnL: {epoch_pnl:.2f} | Total PnL: {total_pnl:.2f}")
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buf = BytesIO()
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buf = BytesIO()
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fig.savefig(buf, format='png')
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fig.savefig(buf, format='png')
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