itdxer/neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

51
/ 100
Established

Implements diverse neural network algorithms beyond standard deep learning, including Self-Organizing Maps (SOM), Growing Neural Gas, and unsupervised learning methods for topology discovery and data visualization. Provides high-level abstractions for backpropagation variants, hyperparameter optimization strategies, and pre-trained model integration, making it well-suited for educational exploration and algorithm comparison rather than production deployment.

734 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

734

Forks

160

Language

Python

License

MIT

Last pushed

Nov 18, 2024

Commits (30d)

0

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