Python Feature Engineering Cookbook

Python Feature Engineering Cookbook

Over 70 recipes for creating, engineering, and transforming features to build machine learning models

Galli, Soledad

Packt Publishing Limited

10/2022

386

Mole

Inglês

9781804611302

15 a 20 dias

Descrição não disponível.
Table of Contents

Imputing Missing Data
Encoding Categorical Variables
Transforming Numerical Variables
Performing Variable Discretization
Working with Outliers
Extracting Features from Date and Time
Performing Feature Scaling
Creating New Features
Extracting Features from Relational Data with Featuretools
Creating Features from Time Series with tsfresh
Extracting Features from Text Variables
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Python; SciPy recipes; SciPy Python; Scikit Python; Scikit learn Python; NumPy Python