RooFit is a toolkit for statistical modelling and fitting, and together with RooStats it is used for measurements and statistical tests by most experiments in particle physics. Since one year, RooFit is being modernised. In this talk, improvements already released with ROOT will be discussed, such as faster data loading, vectorised computations and more standard-like interfaces. These allow for speeding up unbinned fits by several factors, and make RooFit easier to use from both C++ and Python.
翻译:RooFit是统计建模和装配的工具包,它与RooStats一起被大多数粒子物理实验用于测量和统计测试。自一年以来,RooFit正在现代化。在这个演讲中,将讨论已经通过ROOT释放的改进,如更快的数据加载、矢量计算和更标准的界面。这些可以加速不受几个因素的干扰,并使RooFit更容易从 C++ 和 Python 中使用。