BIDMach Tutorials

These tutorials are included in the BIDMach distribution under BIDMach/tutorials. They use datasets that can be installed in BIDMach/data by scripts in BIDMach/scripts. e.g. to install and preprocess pubmed data, call BIDMach/scripts/getpubmed.sh

The tutorials use IScala, which is a scala kernel that runs under IPython. You need to install IPython first. An IScala jar is included with BIDMach, so you dont need to install it separately.

To run the notebooks, cd to BIDMach/tutorials and type:

bidmach notebook

which brings up an IScala notebook with a directory of the tutorials. Click on one to start.

View Tutorials with NBViewer

Introduction to BIDMat

BIDMach Basic Classification

Naive Bayes and Logistic Regression

Machine Learning at Scale, part I

Machine Learning at Scale, part II

HyperParameter Tuning