Metadata-Version: 2.4
Name: pyperch
Version: 0.3.0
Summary: PyTorch-native randomized optimization algorithms.
License: MIT
Keywords: pytorch,optimization,machine-learning,randomized-optimization
Author: John Mansfield
Requires-Python: >=3.10,<=3.13
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Dist: numpy (>=1.24)
Requires-Dist: torch (>=2.1,<3.0)
Project-URL: Homepage, https://github.com/jlm429/pyperch
Project-URL: Repository, https://github.com/jlm429/pyperch
Description-Content-Type: text/markdown

# pyperch

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A lightweight, modular library for neural network weight optimization using randomized search algorithms built directly on top of PyTorch.  Pyperch is a research and teaching-oriented library for training neural networks using randomized optimization methods (RHC, SA, GA), gradient-based methods, and hybrid combinations.

