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GUI für VectorBT Pro und KI-gestützte Research-Werkbank: algorithmische Crypto-Trading-Strategien als JSON-Spec entwickeln, in Multiparameter-Läufen backtesten und über Test-Sets und Leaderboard vergleichen. Kein Live-Trading.
One residual GRU per stock for 1,726 Taiwan stocks, per-stock backtests and a screening rule. The README documents why the stored results are not realistic (look-ahead, zero costs, in-sample selection).
This quantitative pipeline engineers and compares two models: a baseline using news sentiment (FinBERT) and an enhanced ensemble model adding options volatility. Both are validated with rigorous backtesting and Fama-French analysis to prove the superiority of the multi-factor ensemble strategy.