Source: baler Priority: optional Maintainer: Mattias Ellert Build-Depends: debhelper-compat (= 13), dh-python, python3, pybuild-plugin-pyproject, python3-poetry-core, python3-pytest, python3-torch, python3-tqdm, python3-matplotlib, python3-sklearn Standards-Version: 4.6.2 Section: science Vcs-Browser: https://salsa.debian.org/ellert/baler Vcs-Git: https://salsa.debian.org/ellert/baler.git Homepage: https://github.com/baler-collaboration/baler/ Package: python3-baler Section: python Architecture: amd64 arm64 ppc64el s390x riscv64 Multi-Arch: foreign Depends: ${python3:Depends}, ${misc:Depends} Description: Baler - a machine learning based data compression tool Baler is a tool used to test the feasibility of compressing different types of scientific data using machine learning-based autoencoders. Baler provides you with an easy way to: 1. Train a machine learning model on your data 2. Compress your data with that model. This will also save the compressed file and model 3. Decompress the file using the model at a later time 4. Plot the performance of the compression/decompression