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README.md

pystream

An MOA-based implementation for data stream classification in Python/Cython

Includes:

Base learners:

Ensembles:

Util and evaluation classes.

To run:

  • pip install -r requirements.txt --user
  • python setup.py build_ext --inplace (builds Cython extensions and creates .so files)
  • python setup.py install --user
  • Follow test.py file

TODO:

  • Fully document code
  • Improve Cython implementation
  • Add more algorithms
  • Provide a better usage manual

Note

  • Needs cython to compile code when installing

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My take on data stream ML algorithms implemented by MOA

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