Software

 

I have developed and made significant contributions to the following open source software packages:

Falcon: Fast Non-Parametric Detector Simulator

 

Authors: Sergei Gleyzer, Harrison Prosper, Omar Zapata

Publication:

Google Summer of Code Project(s):

Code: Falcon

 

ROOT/TMVAThe Toolkit for Multivariate Data Analysis

 

 

The Toolkit for Multivariate Data Analysis provides a ROOT-integrated machine-learning environment for the processing and parallel evaluation of sophisticated machine learning classification and regression techniques.

Since 2015, I have led a significant upgrade and re-design of TMVA focused on robust gpu-capable deep learning libraries, modularity and parallelization.

Authors: Sergei Gleyzer, Lorenzo Moneta, Omar Zapata, Kim Albertsson et al.

Website: http://www.root.ch/tmva

Publication:

Google Summer of Code Project(s):

Code: TMVA

 

 

CODER: CMS Open Data Analysis Environment

 

 

CODER is a collection of interactive Jupyter notebooks focused on introductory programming concepts and analysis of Open data for K-12 teachers and students.

 

Authors: Sergei Gleyzer, Omar Zapata

Website: coder.cern.ch

Code: Gallery

 

 

PARADIGM: Decision-making Framework for Variable Selection and Reduction in High Energy Physics

 

Primary Authors: Sergei Gleyzer

 

Publication:

 

Code: integrated into TMVA since 2015