tdub 0.0.1.dev6

tdub is tee double-you

tdub

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tdub is a Python project for handling some mid- and down-stream steps in the ATLAS Run 2 tW inclusive cross section analysis. The project provides a simple command line interface for performing standard analysis tasks including:

• generating plots from the output of TRExFitter.
• BDT hyperparameter optimization.
• training BDT models on our Monte Carlo.
• applying trained BDT models to our data and Monte Carlo.

For potentially finer-grained tasks the API is fully documented. The API mainly provides quick and easy access to Pythonic representations (i.e. dataframes or NumPy arrays) of our datasets (which of course originate from ROOT files).