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Small experiment to predict slp using Arctic sea ice area index

  • dmi is Arctic sea ice area index
  • python3 train.py --> to predict the future Arctic sea ice area index by history data ,datasets use window method to split the smaples
  • python3 test.py --> use the above the predict index to predict glob slp value but when i set the the scope is global it has --- - Underfitting,so mybe set small scope is can do more accurate prediction

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(1)model use LSTM (2)model use convnet

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