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RNN-stock-price-prediction

Predict TSMC stock price with Simple RNN

Implement one-to-one, many-to-one, and many-to-many RNN with only one feature (which is Volume) and many-to-many RNN with all features (Volume, open, close, max, min)

Requirements

  • python3 and tensorflow, sklearn, numpy, pandas, matplotlib
  • pip install FinMind

Result

one-to-one

many-to-one

many-to-many

many-to-many with all features