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Hypotheses

Quantiacs strategy-ml-nn: Three-Stock Daily LSTM Allocation Port

Faithful port of Quantiacs' MIT-licensed strategy-ml-nn at commit ebd9ea79fe175390a7e8a38141b3d755d8608a71. Follow the executable stock rules despite the notebook's cryptocurrency wording: independently train and trade…

Hypothesis

Faithful port of Quantiacs' MIT-licensed strategy-ml-nn at commit ebd9ea79fe175390a7e8a38141b3d755d8608a71. Follow the executable stock rules despite the notebook's cryptocurrency wording: independently train and trade AAPL, AMZN and MSFT using daily bars. Preserve the requested source defaults and raw signed model outputs. Adapt venue, prices, whole-share sizing and costs to USEQ. Daily close decisions execute at the next session open, as supported by the execution registry. The source supplies no explicit stop, take-profit or probability threshold. Historical testing uses annual model retraining; its separate daily post-submission retraining default is recorded but must not silently replace the historical experiment. The twelve supplied figures show documentation logos, notebook demonstrations, data coordinates and generic performance charts; none establishes this strategy's trading performance.

Analysis

strategy-ml-nn

Backtest and paper results are hypothetical. Trading involves risk of loss.