Export ensemble models for BTC-USD (1h)
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momentum_lookback30/README.md
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library_name: temporal-forecasting
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# Temporal Trading Model: BTC-USD (Ensemble Member
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This is a pre-trained Temporal transformer model for time series forecasting of BTC-USD. This model is part of a consensus ensemble.
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## Ensemble Context
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This model is **member
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The ensemble uses 5 models with different lookback periods and focus strategies to generate diverse forecasts. These forecasts are then aggregated using multiple consensus strategies (gradient, confidence, timeframe, volatility, mean reversion, acceleration, swing, risk-adjusted) to produce robust trading signals.
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### All Ensemble Members
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1.
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2. [balanced (lookback=45)](../balanced_lookback45)
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3. [balanced (lookback=60)](../balanced_lookback60)
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4. [mean_reversion (lookback=45)](../mean_reversion_lookback45)
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5.
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### How the Ensemble Works
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library_name: temporal-forecasting
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# Temporal Trading Model: BTC-USD (Ensemble Member 5/5: momentum (lookback=30))
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This is a pre-trained Temporal transformer model for time series forecasting of BTC-USD. This model is part of a consensus ensemble.
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## Ensemble Context
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This model is **member 5 of 5** in a consensus ensemble for BTC-USD (1h).
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The ensemble uses 5 models with different lookback periods and focus strategies to generate diverse forecasts. These forecasts are then aggregated using multiple consensus strategies (gradient, confidence, timeframe, volatility, mean reversion, acceleration, swing, risk-adjusted) to produce robust trading signals.
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### All Ensemble Members
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1. [momentum (lookback=30)](../momentum_lookback30)
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2. [balanced (lookback=45)](../balanced_lookback45)
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3. [balanced (lookback=60)](../balanced_lookback60)
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4. [mean_reversion (lookback=45)](../mean_reversion_lookback45)
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5. **momentum** (lookback=30) - *This model*
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### How the Ensemble Works
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