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Stock Trend Prediction

This is a stock trend prediction web app. Stock data is downloaded from yahoo finance, hosted using streamlit share. I personally recommend you to use Pycharm to build your virtual environment. And the program probably cost a little time if you are not using the GPU version Tensorflow.

Requirements

  • numpy ~= 1.19.5
  • pandas ~= 1.3.4
  • pandas-datareader ~= 0.10.0
  • matplotlib ~= 3.4.3
  • streamlit ~= 1.1.0
  • silence-tensorflow ~= 1.1.1
  • TensorFlow ~= 1.0 (GPU version recommended)
  • keras ~= 2.6.0
  • scikit-learn ~= 1.0.1

Click Here to visit the web app