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Browse files- config.json +43 -0
config.json
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{
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"num_players": 496,
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"hidden_dim": 32,
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"dropout_rate": 0.3,
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"num_heads": 4,
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"num_layers": 3,
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"use_norm": true,
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"num_global_features": 18,
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"global_feature_names": [
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"ball_closer_than_gk",
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"body_part_name_Left Foot",
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"body_part_name_Other",
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"body_part_name_Right Foot",
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"goal_dist_to_gk",
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"minute",
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"nearest_opponent_dist",
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"nearest_teammate_dist",
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"opponents_within_5m",
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"play_pattern_name_From Counter",
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"play_pattern_name_From Free Kick",
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"play_pattern_name_From Goal Kick",
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"play_pattern_name_From Keeper",
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"play_pattern_name_From Kick Off",
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"play_pattern_name_From Throw In",
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"play_pattern_name_Other",
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"play_pattern_name_Regular Play",
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"teammates_within_5m"
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],
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"model_type": "HeterogeneousGNN",
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"framework": "PyTorch Geometric",
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"task": "binary_classification",
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"target": "goal",
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"node_types": [
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"shooter",
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"goal"
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],
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"edge_types": [
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"('goal', 'distance', 'shooter')",
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"('goal', 'angle_to_goal', 'shooter')",
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"('goal', 'dist_to_gk', 'shooter')",
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"('goal', 'angle_to_gk', 'shooter')"
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]
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}
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