apricot: Submodular selection for data summarization in Python

1 code implementation • 8 Jun 2019 • Jacob Schreiber, Jeffrey Bilmes, William Stafford Noble

This paper presents an explanation of submodular selection, an overview of the features in apricot, and an application to several data sets.

Data Summarization

Pomegranate: fast and flexible probabilistic modeling in python

1 code implementation • 31 Oct 2017 • Jacob Schreiber

A primary focus of pomegranate is to abstract away the complexities of training models from their definition.