pyproject.toml

[project]
name = "sindy_shred"
version = "0.1.0"
description = "Sparse Identification of Nonlinear Dynamics with SHallow REcurrent Decoder Networks"
readme = "README.md"
license = "MIT"
requires-python = ">=3.9"
authors = [
    {name = "Mars Liyao Gao"},
    {name = "Karl Lapo"},
]
keywords = ["sindy", "shred", "dynamics", "machine-learning", "pytorch"]

dependencies = [
    "numpy>=1.21",
    "scipy>=1.8",
    "matplotlib>=3.5",
    "seaborn>=0.12",
    "scikit-learn>=1.0",
    "torch>=2.0",
    "pysindy>=1.7.5",
]

[project.optional-dependencies]
notebooks = ["jupyterlab>=4.0"]

[project.urls]
Homepage = "https://github.com/gaoliyao/sindy-shred"
Paper = "https://arxiv.org/abs/2501.13329"

[tool.setuptools.packages.find]
where = ["src"]