HiggsML BlackSwan Package

you can install this package by

pip install HiggsML

The Package consists of 5 modules :

• 1 ingestion: This module contains the Ingestion class which takes case of the ingestion process of the competition. i.e. loading data into the model, initialization of the model, prediction etc.
• 2 datasets This module contains the Data class which has the train and test data in required formats, It loads the data according to the file format. it also contains function to make pseudo experiments.
• 3 systematics This module has functions to add systematics to the data with based in Nuisance parameter like
  • Tau Hadron Energy scale
  • Jet Energy Scale
  • Soft MET
  • W Background Normalisation
  • Overall Background Normalisation
• 4 visualisation This module contains the Dataset_visualise class which has methods to help visualise the data