stats++ : An Open-Source Statistical Software Package

POSTER

Abstract

We present stats++ (http://statsxx.com/), an open-source statistical software package. stats++ is advanced, comprehensive statistical software for: data collection and processing, statistics, machine learning, and optimization, with open C++ source code. Included is also a detailed wiki, for stats++ and data science (in general), and online discussion forums. stats++ can be used effectively and efficiently, even with little prior experience. Applications in computational physics are presented; in particular, machine-learned wavefunctions (quantum mechanics) and gravitational waveforms (general relativity).

*Startup support from Washington State University and the Department of Physics and Astronomy thereat.

Authors

  • Jeevake Attapattu

    • Washington State Univ
  • Praveer Tiwari

    • Washington State Univ
  • Jeffrey McMahon

    • Washington State University
    • Washington State Univ