DataSynthis_ML_JobTask / src /__init__.py
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Replace v1 demo with v2 XGBoost-backed Gradio app (reference-backed rebuild)
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"""DataSynth — reference-backed stock forecasting pipeline.
Anchored to:
- AFML (López de Prado) Ch.3 (labeling), Ch.5 (FFD), Ch.7 (purged CV)
- Goodfellow et al. Ch.10 §10.11 (RNN optimization)
- Jansen, *Machine Learning for Algorithmic Trading* Ch.19 (RNNs for time series)
"""