TPOT(tree-based pipeline optimization tool)安装

TPOT

TPOT是一种基于遗传算法优化机器学习管道(pipeline)的Python自动机器学习工具

依赖

TPOT is built on top of several existing Python libraries, including:

  • numpy
  • scipy
  • scikit-learn
  • deap
  • updata_checker
  • tqdm
  • stopit
  • pandas
  • joblib
    大部分可通过安装anaconda Python distribution安装, 要求python3
    NumPy, SciPy, scikit-learn, pandas and joblib可在Anaconda中安装 :
conda install numpy scipy scikit-learn pandas joblib

用pip安装DEAP, update_checker, tqdm and stopit

pip install deap update_checker tqdm stopit

安装TPOT

pip install tpot

详情:TPOT的github

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