Metadata-Version: 2.1
Name: tdub
Version: 0.0.69
Summary: tW analysis tools.
Home-page: https://github.com/douglasdavis/tdub
Author: Doug Davis
Author-email: ddavis@ddavis.io
Maintainer: Doug Davis
Maintainer-email: ddavis@ddavis.io
License: BSD 3-clause
Description: # tdub
        
        [![Actions Status](https://github.com/douglasdavis/tdub/workflows/Linux/macOS/badge.svg)](https://github.com/douglasdavis/tdub/actions)
        [![Documentation Status](https://readthedocs.org/projects/tdub/badge/?version=latest)](https://tdub.readthedocs.io/)
        [![PyPI](https://img.shields.io/pypi/v/tdub?color=teal)](https://pypi.org/project/tdub/)
        [![Python Version](https://img.shields.io/pypi/pyversions/tdub)](https://pypi.org/project/tdub/)
        
        `tdub` is a Python project for handling some downstsream 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:
        
        - BDT feature selection and hyperparameter optimization.
        - Training BDT models on our Monte Carlo.
        - Applying trained BDT models to our data and Monte Carlo.
        - Generating plots from various raw sources (our ROOT files and
          Classifier training output).
        - Generating plots from the output of
          [`TRExFitter`](https://gitlab.cern.ch/TRExStats/TRExFitter/).
        
        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](https://root.cern/) files), modularized ML
        tasks, and a set of utilities tailored for interacting with our
        specific datasets.
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.8
Description-Content-Type: text/markdown
