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An application of time series data discretization and episode mining techniques on stock price data.

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Epistock

Applying episode mining techniques to discretized stock data.

Requirements

Before running the script, please ensure that:

  • You have installed python 3.9.2
  • You have installed all required packages via pip install -r requirements.txt
  • You have set an environment variable ALPHA_VANTAGE_KEY to your Alpha Vantage API key

Usage

For help please use python src/mine.py -h or python src/mine.py --help

For testing please use

  • python src/test.py -sax for SAX parameter scaling tests
  • python src/test.py -manepi for MANEPI+ parameter scaling tests

After mine.py has ran, you can find your results in the results directory.

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An application of time series data discretization and episode mining techniques on stock price data.

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