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IGN-Game-Rating-Prediction

Trying to predict average game rating. Use column ['score_phrase'] in sentemental layer, ['platform', 'genre', 'editors_choice', 'release_year'] - as categorical properties.

Chalenge

Build NN with more than one inputs, and more than one layers to merge.

Dependencies

  • pandas
  • tflearn
  • tensorflow
  • numpy
  • sklearn

#Result Achitecture: achitecture Loss: loss Loss(step 34k-58k): loss Loss(step 70k-145k): loss Loss(step 70k-200k): loss loss

  • Training Step: 38334 | total loss: 1.06394
  • Training Step: 144524 | total loss: 0.73067
  • Training Step: 200068 | total loss: 0.52506

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🎮 Tensorflow IGN Game Rating prediction

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