Metadata-Version: 2.4
Name: umami-preprocessing
Version: 0.3.1
Summary: ATLAS Flavour Tagging Preprocessing - Umami PreProcessing (UPP)
Author: Alexander Froch
License-Expression: Apache-2.0
Project-URL: Homepage, https://github.com/umami-hep/umami-preprocessing
Project-URL: Issue Tracker, https://github.com/umami-hep/umami-preprocessing/issues
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Topic :: Scientific/Engineering :: Physics
Requires-Python: <3.15,>=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: atlas-ftag-tools==0.3.3
Requires-Dist: dotmap>=1.3.30
Requires-Dist: numpy>=2.2.6
Requires-Dist: puma-hep==0.5.3
Requires-Dist: pyyaml-include==1.3
Requires-Dist: PyYAML>=6.0.2
Requires-Dist: rich>=14.1.0
Requires-Dist: scipy>=1.15.3
Dynamic: license-file

[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
[![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
[![codecov](https://codecov.io/gh/umami-hep/umami-preprocessing/graph/badge.svg?token=K8MJI20UZO)](https://codecov.io/gh/umami-hep/umami-preprocessing)
[![PyPI version](https://badge.fury.io/py/umami-preprocessing.svg)](https://badge.fury.io/py/umami-preprocessing)
[![docs](https://img.shields.io/badge/info-documentation-informational)](https://umami-hep.github.io/umami-preprocessing//)


# UPP: Umami PreProcessing

This is a modular preprocessing pipeline for jet tagging.
It addresses [several issues](https://gitlab.cern.ch/atlas-flavor-tagging-tools/algorithms/umami/-/issues/?label_name%5B%5D=Preprocessing) with the current umami preprocessing workflow, and uses the [`atlas-ftag-tools`](https://github.com/umami-hep/atlas-ftag-tools/) package extensively.

Documentation is found [here](https://umami-hep.github.io/umami-preprocessing/)
