hilearn 0.1.1

HiLearn: A small library of machine learning methods.

A small library of machine learning methods. As most of them are often used (by myself), they are standardized and collected here.

What’s inside?

• a wrap of cross-validation for regression and classification models.

• a mixture of linear regression model

• a plot function to show correlation between a pair of data (for regression)

• a plot function to show ROC curve with AUC score (for classification)

• a few plot functions, e.g., set colors, group boxplots, venn3 plots.

How to install?

Download the codes from this github repository and then run the following command line:

python setup.py install

If you don’t have the root permission, add --user.

Tutorial and Gallery

See the tutorial for how to use, e.g., cross-validation functions and plots and hilearn plot.