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Add mule-ring detection (novelty) + new dark pitch deck
MuleGuard +1: Claude Opus 4.8- src/models/rings.py: behavioural-similarity k-NN graph + Louvain community detection over flagged accounts -> 4 mule rings capturing 76/81 mules - Dashboard: new 'Mule Rings' tab (interactive network + ring cards) - Rebuilt pitch deck: dark command-center theme, ring detection as centerpiece, larger/clearer text, leakage + results + live-product slides Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>fcd607d
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MuleGuard: end-to-end mule-account detection + HF Space deploy
MuleGuard +1: Claude Opus 4.8- ML pipeline: leakage-safe feature selection (3924->103) + anomaly fusion - Calibrated LightGBM, CV PR-AUC 0.882, test recall 0.81 @ precision 0.87 - FastAPI scoring backend + Streamlit analyst console (live scoring tab) - Real-time feed simulator, SHAP explainability, pitch deck, arch diagrams - Docker Space (backend+frontend) + GitHub Action auto-sync to HF Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>af879c2