Preface

Machine learning has attracted a tremendous amount of attention in academic community.

Important

To run the Python code in this book, the following packages must be installed

• pip install -U scikit-learn scipy matplotlib

• pip install -U seaborn pandas

• pip install -U basemap basemap-data

• pip install -U hmmlearn

To run R code, install packages

• install.packages(“MASS”)

• install.packages(“mlbench”)

• install.packages(“caret”)

• install.packages(“glmnet”)

• install.packages(“klaR”)

                                                                Liang Liu
                                                                December 1, 2022
                                                                Athens, Georgia