Quantifying multiway (higher-order) alignment with mutual information
Project description
multiway-alignment
This repository implements an algorithm for quantifying multiway alignment or higher-order alignment, that is, the alignment across n different issues or dimensions. You can refer to the paper for more details.
Structure of the repo
\multiway_alignment\
: source code\tests\
: tests for the source code
Installing the package
From PIP
This package can be installed directly from the Python Package Index (PyPI) using pip
from the command-line interface by executing the following command:
$ pip install multiway-alignment
Build from source
Alternatively, the package can be installed by first cloning the repository containing the source code and then installing the package locally in a chosen directory:
$ git clone git@github.com:letiziaia/multiway-alignment.git
$ cd multiway-alignment
$ pip install .
Setting up the development environment
You should have python >= 3.10 and pipenv installed.
# install dependencies (including dev)
$ pipenv install --dev
# activate environment
$ pipenv shell
Formatting
The project uses Black, flake8 and ruff code linting.
All the code can be formatted by running python3 -m black .
in root dir.
Additional issues can be found by running python3 -m flake8 .
and python3 -m ruff check .
in root dir.
Tests
This code is built and tested for python 3.10, 3.11, 3.12, and 3.13.
Project details
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