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antonkorbalev/stockdataprocessing

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This repo contains scripts for stock data analysis using various machine learning algorithms.

File structure

  • Account folder contains oanda account information (acc. no and token)
  • Classifiers folder contains various classifiers tests for DB data.
  • Conf folder contains configuration files for robots, stock data downloaders and algoritms.
  • Tests folder contains unit tests.
  • Helpers folder contains simple classes for data description.
  • StockDataDownloader folder contains classes for downloading stock data. This data is used for back tests and strategies optimization.
  • DbDump.py - dumps forex data from Oanda broker to configurable PostgreSQL database.
  • DbCheck.py - checks PostgreSQL database integrity (validates datetime stamps difference)
  • FxRobot.py - a template for forex robot with backlogs support (to be modified).
  • PatternsCollector.py - a tool for patterns determination (for classifiers).
  • Readme.md - readme file.

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