Experimenting with training an LSTM to predict price direction on synthetic OHLCV data — and discovering why naive random-walk generators give models nothing to learn
python data-science machine-learning ai deep-learning trading jupyter-notebook pytorch lstm neural-networks quantitative-finance synthetic-data financial-machine-learning research-experiment trading-strategy-simulation
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Jul 21, 2026 - Jupyter Notebook