Data plane
Sources
Historical corners from the Premier League plus 17 other European divisions. Shared inputs — corners, shots, weather, venue — train the net. Closing 1X2 lines feed the all-league over/under policy. Pulse height stays EPL-only and off by default. Week still predicts the Premier League.
Feature schema
Football inputs (form, coupled predictors, player style, weather), then 10 reserved AI slots. The last two are Grok’s home/away corner lines. The live forecast keeps those slots neutral so a Grok refresh cannot move the deployed net.
- 00 home_corners_l5
- 01 home_corners_l10
- 02 home_conc_l5
- 03 home_home_corners_l5
- 04 away_corners_l5
- 05 away_corners_l10
- 06 away_conc_l5
- 07 away_away_corners_l5
- 08 home_shots_l5
- 09 away_shots_l5
- 10 home_sot_l5
- 11 away_sot_l5
- 12 home_fouls_l5
- 13 away_fouls_l5
- 14 rest_home
- 15 rest_away
- 16 early_ko
- 17 late_ko
- 18 season_progress
- 19 temp
- 20 precip
- 21 wind
- 22 lat
- 23 capacity
- 24 home_ppg
- 25 away_ppg
- 26 ref_corners
- 27 home_style
- 28 away_style
- 29 home_setpiece_proxy
- 30 away_setpiece_proxy
- 31 promoted_home
- 32 promoted_away
- 33 rivalry
- 34 home_cards_l5
- 35 away_cards_l5
- 36 home_cross_rate
- 37 away_cross_rate
- 38 home_shot_corner
- 39 away_shot_corner
- 40 home_clearance
- 41 away_clearance
- 42 home_trail_rate
- 43 away_trail_rate
- 44 home_gd_form
- 45 away_gd_form
- 46 home_field_tilt
- 47 away_field_tilt
- 48 home_poss
- 49 away_poss
- 50 home_aerial
- 51 away_aerial
- 52 home_height
- 53 away_height
- 54 home_pace
- 55 away_pace
- 56 ref_whistle
- 57 home_ewma
- 58 away_ewma
- 59 home_att
- 60 away_att
- 61 home_def
- 62 away_def
- 63 home_corners_l3
- 64 away_corners_l3
- 65 home_form_slope
- 66 away_form_slope
- 67 home_vol_x_leak
- 68 away_vol_x_leak
- 69 home_att_vs_def
- 70 away_att_vs_def
- 71 home_shot_pressure
- 72 away_shot_pressure
- 73 home_tilt_cross
- 74 away_tilt_cross
- 75 home_set_aerial
- 76 away_set_aerial
- 77 base_home
- 78 base_away
- 79 home_atk_height
- 80 away_atk_height
- 81 home_sot90
- 82 away_sot90
- 83 home_player_sot
- 84 away_player_sot
- 85 home_right_share
- 86 away_right_share
- 87 h2h_home
- 88 h2h_away
- 89 h2h_n
- 90 elo_pred_home
- 91 elo_pred_away
- 92 elo_home_att
- 93 elo_home_def
- 94 elo_away_att
- 95 elo_away_def
- 96 home_player_ck
- 97 away_player_ck
- 98 grok_home_setpiece
- 99 grok_away_setpiece
- 100 grok_home_injury
- 101 grok_away_injury
- 102 grok_openness
- 103 grok_ref
- 104 grok_buzz
- 105 grok_weather
- 106 grok_home_line
- 107 grok_away_line