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KaggleSantanderCustomerTransactionPrediction - https://www.kaggle.com/c/santander-customer-transaction-prediction.

This Kernel got 0.74 in the Kaggle

I used the following in this note book-

  1. StandardScaler
  2. PCA to reduce dimension
  3. Light GBM to get feature importances
  4. Consider the features/params that had importance > 1.
  5. two LSTM networks, Adam Optimizer, BCEWithLogitsLoss .