BIDMach Tutorials

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

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 Scala

Introduction to BIDMach

Basic Algorithms in BIDMach

Naive Bayes and Logistic Regression

Machine Learning at Scale, part I

Machine Learning at Scale, part II

Machine Learning at Scale, part III

Machine Learning at Scale, part IV