Research software engineering addresses the use of software engineering principles for research applications. With a strong focus on Machine Learning, we strife to develop data processing tools which are applicable by practitioners and at the same time can conveniently be extended to answer scientific questions.
Projects and Software
We are currently developing the
mlr3 universe of packages for Machine Learning in R.
mlr3 implements the building blocks of Machine Learning in an efficient, object-oriented fashion.
The base package is extended by a plethora of extension packages, summarized in the following figure:
|Dr. Michel Lang||PostDoc|
|Dr. Andreas Bender||PostDoc|
|Dr. Jakob Richter||PostDoc|
|Martin Binder||PhD Student|
|Stefan Coors||PhD Student|
|Susanne Dandl||PhD Student|
|Florian Pfisterer||PhD Student|
|Marc Becker||Software Engineer|
Feel free to contact us if you are looking for collaborations:
michel.lang [at] stat.uni-muenchen.de