sklearn conventions

ML的学习笔记

  • pickle

    import pickle
    pickle.dumps() #保存模型
    pickle.loads() #加载模型
    
  • joblib(更加常用,对bigdata更有效)

    from sklearn.externals import joblib
    joblib.dump(clf, 'filename.pkl')
    joblib.load('filename.pkl')
    

conventions

  • input will be cast to float64