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vindy

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0.1.8 vindy-0.1.8-py3-none-any.whl

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Project: vindy
Version: 0.1.8
Filename: vindy-0.1.8-py3-none-any.whl
Download: [link]
Size: 42339
MD5: 39396585189fd17b4e7899d8b729c15b
SHA256: 102b4dfb9a1e0f6d9727ba8e4fddf91ac2f10dd2e5ef2736edd943549abb1f71
Uploaded: 2025-02-14 14:24:45 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.2
Name: vindy
Version: 0.1.8
Summary: AESINDy is a Python package for automated system identification of low-dimensional systems combining autoencoders and SINDy.
Author-Email: Jonas Kneifl <jonas.kneifl[at]itm.uni-stuttgart.com>, Paolo Conti <paolo.conti[at]polimi.it>
Project-Url: Homepage, https://github.com/jkneifl/VENI-VINDy-VICI
Project-Url: Issues, https://github.com/jkneifl/VENI-VINDy-VICIissues
Keywords: model order reduction,system identification,surrogate modeling,reduced order models,variational,uncertainty quantification,generative modeling
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.12
Requires-Dist: matplotlib (>=3.10)
Requires-Dist: numpy (>=1.26)
Requires-Dist: scikit_learn (>=1.2)
Requires-Dist: scipy (>=1.10)
Requires-Dist: sympy (>=1.12)
Requires-Dist: pysindy (>=1.7)
Requires-Dist: tensorflow (>=2.18)
Requires-Dist: tensorflow_probability (>=0.25)
Requires-Dist: tensorflow_model_optimization (>=0.8)
Requires-Dist: tf-keras (>=2.18)
Requires-Dist: visualizer-3d; extra == "gui"
Requires-Dist: imageio; extra == "gui"
Provides-Extra: gui
Provides-Extra: interfaces
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5836 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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vindy-0.1.8.dist-info/RECORD — —

top_level.txt

vindy