research-experiment

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mote4ka / SyntheticMarket

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

Updated Jul 21, 2026
Jupyter Notebook

Gravity-2010 / eeg-stress-detection-experiments

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Supplementary BCI thesis experiments evaluating alternative EEG/PPG preprocessing, features, models, and validation strategies that were not adopted in the final system.

machine-learning thesis signal-processing scikit-learn eeg brain-computer-interface ppg stress-detection muse2 research-experiment