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socceraction 1.2.3 documentation
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Documentation

  • Quickstart
  • Installation
  • Data providers
  • Data representation
  • Valuing actions
    • Expected threat
    • VAEP
    • Atomic-VAEP
  • FAQ

API reference

  • Data
    • StatsBomb
      • socceraction.data.statsbomb.StatsBombLoader
        • socceraction.data.statsbomb.StatsBombLoader.__init__
        • socceraction.data.statsbomb.StatsBombLoader.competitions
        • socceraction.data.statsbomb.StatsBombLoader.events
        • socceraction.data.statsbomb.StatsBombLoader.games
        • socceraction.data.statsbomb.StatsBombLoader.players
        • socceraction.data.statsbomb.StatsBombLoader.teams
      • socceraction.data.statsbomb.StatsBombCompetitionSchema
      • socceraction.data.statsbomb.StatsBombTeamSchema
      • socceraction.data.statsbomb.StatsBombPlayerSchema
      • socceraction.data.statsbomb.StatsBombGameSchema
      • socceraction.data.statsbomb.StatsBombEventSchema
    • Opta
      • socceraction.data.opta.OptaLoader
        • socceraction.data.opta.OptaLoader.__init__
        • socceraction.data.opta.OptaLoader.competitions
        • socceraction.data.opta.OptaLoader.events
        • socceraction.data.opta.OptaLoader.games
        • socceraction.data.opta.OptaLoader.players
        • socceraction.data.opta.OptaLoader.teams
      • socceraction.data.opta.OptaCompetitionSchema
      • socceraction.data.opta.OptaTeamSchema
      • socceraction.data.opta.OptaPlayerSchema
      • socceraction.data.opta.OptaGameSchema
      • socceraction.data.opta.OptaEventSchema
    • Wyscout
      • socceraction.data.wyscout.WyscoutLoader
        • socceraction.data.wyscout.WyscoutLoader.__init__
        • socceraction.data.wyscout.WyscoutLoader.competitions
        • socceraction.data.wyscout.WyscoutLoader.events
        • socceraction.data.wyscout.WyscoutLoader.games
        • socceraction.data.wyscout.WyscoutLoader.players
        • socceraction.data.wyscout.WyscoutLoader.teams
      • socceraction.data.wyscout.PublicWyscoutLoader
        • socceraction.data.wyscout.PublicWyscoutLoader.__init__
        • socceraction.data.wyscout.PublicWyscoutLoader.competitions
        • socceraction.data.wyscout.PublicWyscoutLoader.events
        • socceraction.data.wyscout.PublicWyscoutLoader.games
        • socceraction.data.wyscout.PublicWyscoutLoader.players
        • socceraction.data.wyscout.PublicWyscoutLoader.teams
      • socceraction.data.wyscout.WyscoutCompetitionSchema
      • socceraction.data.wyscout.WyscoutTeamSchema
      • socceraction.data.wyscout.WyscoutPlayerSchema
      • socceraction.data.wyscout.WyscoutGameSchema
      • socceraction.data.wyscout.WyscoutEventSchema
  • SPADL
    • Regular SPADL
      • socceraction.spadl.statsbomb.convert_to_actions
      • socceraction.spadl.opta.convert_to_actions
      • socceraction.spadl.wyscout.convert_to_actions
      • socceraction.spadl.SPADLSchema
      • socceraction.spadl.config.field_length
      • socceraction.spadl.config.field_width
      • socceraction.spadl.config.actiontypes
      • socceraction.spadl.config.bodyparts
      • socceraction.spadl.config.results
      • socceraction.spadl.play_left_to_right
      • socceraction.spadl.add_names
      • socceraction.spadl.actiontypes_df
      • socceraction.spadl.bodyparts_df
      • socceraction.spadl.results_df
    • Atomic-SPADL
      • socceraction.atomic.spadl.convert_to_atomic
      • socceraction.atomic.spadl.AtomicSPADLSchema
      • socceraction.atomic.spadl.config.field_length
      • socceraction.atomic.spadl.config.field_width
      • socceraction.atomic.spadl.config.actiontypes
      • socceraction.atomic.spadl.config.bodyparts
      • socceraction.atomic.spadl.play_left_to_right
      • socceraction.atomic.spadl.add_names
      • socceraction.atomic.spadl.actiontypes_df
      • socceraction.atomic.spadl.bodyparts_df
  • xT
    • socceraction.xthreat.ExpectedThreat
      • socceraction.xthreat.ExpectedThreat.__init__
      • socceraction.xthreat.ExpectedThreat.fit
      • socceraction.xthreat.ExpectedThreat.interpolator
      • socceraction.xthreat.ExpectedThreat.predict
      • socceraction.xthreat.ExpectedThreat.rate
      • socceraction.xthreat.ExpectedThreat.save_model
    • socceraction.xthreat.load_model
    • socceraction.xthreat.get_move_actions
    • socceraction.xthreat.get_successful_move_actions
    • socceraction.xthreat.scoring_prob
    • socceraction.xthreat.action_prob
    • socceraction.xthreat.move_transition_matrix
  • VAEP
    • socceraction.vaep.VAEP
      • socceraction.vaep.VAEP.__init__
      • socceraction.vaep.VAEP.compute_features
      • socceraction.vaep.VAEP.compute_labels
      • socceraction.vaep.VAEP.fit
      • socceraction.vaep.VAEP.rate
      • socceraction.vaep.VAEP.score
    • socceraction.vaep.features
    • socceraction.vaep.labels
    • socceraction.vaep.formula
  • Atomic-VAEP
    • socceraction.atomic.vaep.AtomicVAEP
      • socceraction.atomic.vaep.AtomicVAEP.__init__
    • socceraction.atomic.vaep.features
    • socceraction.atomic.vaep.labels
    • socceraction.atomic.vaep.formula

Development

  • Changelog
  • Contributor Guide
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Atomic-VAEP#

Implements the Atomic-VAEP framework.

Model#

socceraction.atomic.vaep.AtomicVAEP

An implementation of the VAEP framework for atomic actions.

Utility functions#

socceraction.atomic.vaep.features

Implements the feature tranformers of the VAEP framework.

socceraction.atomic.vaep.labels

Implements the label tranformers of the Atomic-VAEP framework.

socceraction.atomic.vaep.formula

Implements the formula of the Atomic-VAEP framework.

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Copyright © 2020, DTAI KU Leuven
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Contents
  • Atomic-VAEP
    • Model
    • Utility functions