Description:

genosolver 0.1.0.6

The GENO solver

GENO is a solver for non-linear optimization problems. It can solve constrained and unconstrained problems. It is fully written in Python with no dependencies and it can run on the CPU and on the GPU.
Installing
pip install genosolver

Project Homepage
See geno-project.org for more details, examples, and for an easy-to-read modeling language interface.
Authors

Sören Laue - most of the solver -
Mark Blacher - GPU support
Matthias Mitterreiter

License
This project is licensed under the GNU Affero General Public License v3.
Papers
For more information, see the papers

Optimization for Classical Machine Learning Problems on the GPU. Sören Laue, Mark Blacher, and Joachim Giesen. In AAAI Conference on Artificial Intelligence (AAAI), 2022.
GENO -- GENeric Optimization for Classical Machine Learning. Sören Laue, Matthias Mitterreiter, and Joachim Giesen. In Advances in Neural Information Processing Systems (NeurIPS), 2019.

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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