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stock-price-predict's Introduction

Predicted stock price

預測未來一週收盤價,目前嘗試了兩種model

  1. many-to-one 預測未來一天(結果不好又要train很久,放棄)
  2. many-to-one 分別預測未來1~5天 (同上)
  3. many-to-many 直接預測未來5天
  4. seq2seq
  5. seq2seq + attention

Model

many-to-many 直接預測未來5天

Data

data form: (N, 20, 1)
tainind & validate: 80:20

Usage

& pip3 install -r requirements.txt
  • many-to-many 直接預測未來5天
& python3 lstm_�mtm.py

Result

  • many-to-many 直接預測未來5天

    0050

    0052

    0059

Score

  • many-to-many 直接預測未來5天

    current score: 12.79

    Score of each day

    Score of each ETF

    Total Score

stock-price-predict's People

Contributors

kaka-lin avatar dependabot[bot] avatar hjcian avatar mavisliu689 avatar

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