scud 0.0.4

Structured Principal Component Analysis

Package for Statistical Components for Underlying Dimensions.

Installing

pip install scud

Documentation

The documentation can be found here.

CONTRIBUTING

You should run pre-commit install in the repo directory before commiting (if pre-commit is not installed, you can pip install it). This will make sure each python file is well formated and pylint will check the code before any python file is committed. You can check the .pre-commit-config.yaml file for more details on pylint configuration.

🛠 Installation

⚡️ Citations

Please cite our work:

Batardière, Bastien, Joon Kwon, Julien Chiquet, and Julien Stoehr (2024). “Importance sampling based gradient method for dimension reduction in Poisson Log-Normal model.” In: arXiv. url: https://arxiv.org/abs/2410.00476.