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Replace v1 demo with v2 XGBoost-backed Gradio app (reference-backed rebuild)
Verified signatureUpgrades the Space to the v2 pipeline from github.com/moccaram/DataSynth. Real Gradio inference (not the hello-world template), XGBoost trained on triple-barrier labels + fractionally-differenced features, prominent caveat about ~36% directional accuracy when acting.8ba081b