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auto-sklearn

Some codes, FAQ when exploring auto-sklearn.

Environment：

install

// Dependecy
curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip3 install
        
//auto-sklearn
pip3 install auto-sklearn

(pyrfr installed by pip3，needs memory >= 600MB)

Server

1C1G (Yes, Poor Cloud VirtualMachine from AliCloud)
Centos 7.5 (3.10.0-862.14.4.el7.x86_64)

Software

  • python 3.6.1
  • sklearn 0.19.2
  • auto-sklearn 0.5.1

Demos：

  • Demo1 Get information from ensembled models（KS、AUC、submodels' attributes，etc），display on page（by jinja2）

  • Demo2 Better project structure based on demo1 More function for data storage