ZishuoYang / hep_ml-tools

HEP machine-learning tools, using the Yandex hep_ml library

hep_ml-tools

HEP machine-learning tools, for using the Yandex hep_ml library: https://github.com/arogozhnikov/hep_ml

1. MC reweighting using BDT

Example: https://github.com/arogozhnikov/hep_ml/blob/master/notebooks/DemoReweighting.ipynb

"Reweighting with Boosted Decision Trees", by Alex Rogozhnikov. http://iopscience.iop.org/article/10.1088/1742-6596/762/1/012036/pdf

2. sPlot

Example: https://github.com/arogozhnikov/hep_ml/blob/master/notebooks/sPlot.ipynb