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NumPy Cookbook - Second Edition by Ivan Idris

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Chapter 10. Fun with Scikits

In this chapter, we will cover the following recipes:

  • Installing scikit-learn
  • Loading an example dataset
  • Clustering Dow Jones stocks with scikit-learn
  • Installing statsmodels
  • Performing a normality test with statsmodels
  • Installing scikit-image
  • Detecting corners
  • Detecting edges
  • Installing pandas
  • Estimating correlation of stock returns with pandas
  • Loading data as pandas objects from statsmodels
  • Resampling time series data

Introduction

Scikits are small, independent projects that are related to SciPy in some way but are not part of SciPy. These projects are not entirely independent, but operate under an umbrella, as a consortium of sorts. In this chapter, we will discuss several Scikits projects, such as the following:

  • scikit-learn, ...

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