Book Image

Python Data Analysis

By : Ivan Idris
Book Image

Python Data Analysis

By: Ivan Idris

Overview of this book

Table of Contents (22 chapters)
Python Data Analysis
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Key Concepts
Online Resources
Index

A tour of scikit-learn


In the previous chapter, Chapter 9, Analyzing Textual Data and Social Media, we installed scikit-learn. With the pkg_check.py file in this book's code bundle, we can print the following scikit-learn module descriptions:

sklearn version 0.15.0
sklearn.__check_build DESCRIPTION Module to give helpful messages to the user that did not compile the scikit properly. PACKAGE CONTENTS _check_build setup FUNCTI
sklearn.cluster DESCRIPTION The :mod:`sklearn.cluster` module gathers popular unsupervised clustering algorithms. PACKAGE CONTENTS _feature_agglomeration _h
sklearn.covariance DESCRIPTION The :mod:`sklearn.covariance` module includes methods and algorithms to robustly estimate the covariance of features given a set
sklearn.cross_decomposition 
sklearn.datasets DESCRIPTION The :mod:`sklearn.datasets` module includes utilities to load datasets, including methods to load and fetch popular reference da
sklearn.decomposition DESCRIPTION The :mod:`sklearn.decomposition` module...