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ashwinvaswani / whatif

Repository for the work on ECML WhatIf Challenge
MIT License
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Generate the Embeddings #5

Open Rijul1999 opened 4 years ago

Rijul1999 commented 4 years ago

To generate the embeddings for match data we need:

  1. Goals Scored
  2. Attempts on target
  3. Attempts off-target
  4. Total blocks
  5. Corners
  6. Offsides
  7. Possession
  8. Passes
  9. Passing accuracy
  10. Total Distance covered
  11. Recoveries
  12. Total tackles
  13. Clearances
  14. Fouls
  15. Cards

To generate Embeddings from player data we need:

  1. Time played, i.e., finish time - start time.
  2. Shots
  3. Shots on target
  4. Goals. We can pass a 100 length vector here with 1 in the index for the time at which the goal was scored.
  5. Assists
  6. Crosses
  7. Interceptions
  8. Fouls committed
  9. Offsides
ashwinvaswani commented 4 years ago

@Rijul1999 Do this tonight if possible