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Some examples of classic machine learning algorithm

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ml_algo_box

Some examples of classic machine learning algorithm

Dependencies

  1. numpy 1.10.4
  2. scipy 0.17.0
  3. sklearn 0.17
  4. pip install -e 'git+http://github.com/dustinstansbury/stacked_generalization.git#egg=stacked_generalization' ( only for stacked generalization )
  5. pip install xgboost ( seems better than boosting in sklearn )

For some visualization, you may have to install

  1. Ipython
  2. pydot2
  3. graphviz ( sudo apt-get install graphviz )

Environment

Test on Ubuntu

Updates

some new scripts are using python3 (2017.08.07)

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Some examples of classic machine learning algorithm

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