Identifying collaborators in large codebases

no code implementations • 7 May 2019 • Waren Long, Vadim Markovtsev, Hugo Mougard, Egor Bulychev, Jan Hula

The way developers collaborate inside and particularly across teams often escapes management's attention, despite a formal organization with designated teams being defined.

Clustering

STYLE-ANALYZER: fixing code style inconsistencies with interpretable unsupervised algorithms

no code implementations • 1 Apr 2019 • Vadim Markovtsev, Waren Long, Hugo Mougard, Konstantin Slavnov, Egor Bulychev

Source code reviews are manual, time-consuming, and expensive.

Splitting source code identifiers using Bidirectional LSTM Recurrent Neural Network

no code implementations • 26 May 2018 • Vadim Markovtsev, Waren Long, Egor Bulychev, Romain Keramitas, Konstantin Slavnov, Gabor Markowski

Such multi-part identifiers count for 97% of all naming tokens in the Public Git Archive - the largest dataset of Git repositories to date.

Topic modeling of public repositories at scale using names in source code

2 code implementations • 1 Apr 2017 • Vadim Markovtsev, Eiso Kant

Programming languages themselves have a limited number of reserved keywords and character based tokens that define the language specification.