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Scikit-learnisarobustmachinelearninglibraryforthePythonprogramminglanguage.Itprovidesasetofsupervisedandunsupervisedlearningalgorithms.Thisbookistheeasiestwaytolearnhowtodeploy,optimize,andevaluatealloftheimportantmachinelearningalgorithmsthatscikit-learnprovides.Thisbookteachesyouhowtousescikit-learnformachinelearning.You...
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Machine Learning Project Checklist 1. Frame the problem and look at the big picture. 2. Get the data. 3. Explore the data to gain insights. 4. Prepare the data to better expose the underlying data patterns to Machine Learning algorithms. ...
DictVectorizer scikit-learn里有DictVectorizer类可以用来表示分类特征: scikit-learn里有 类可以用来表示分类特征: In [1]: In [1]: DictVectorizer from sklearn.feature_extraction import DictVectorizer from sklearn.feature_extraction import onehot_encoder DictVectorizer () onehot_encoder DictVectorizer () ...
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In the chain of processes that make up the data analysis, the construction phase of predictive models and their validation are done by a powerful library called scikit-learn. In this chapter you will see some examples that will illustrate the basic construction of predictive models with some ...