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Junaid Saeed Uppal 4903b6943a add real-time game data, prediction history, and fix winning cards chart

- WebSocket connection shows live game state (round #, phase, bets per
  chair, pot) in a persistent bar at the top of predictions page
- Prediction cards now display current bet amounts per chair
- Round results flash HIT/MISS against the Bayesian prediction
- New "Last 20 Predictions vs Actual" table with per-game probabilities,
  predicted vs actual winner, and running accuracy
- Predictions auto-refresh after each round ends
- Fix winning cards chart: use taller container (480px) and dedicated
  scales config for horizontal bar rendering
- Add _last_n_predictions() helper to db.py for detailed per-game
  prediction history with game numbers

2026-02-25 23:25:49 +05:00