Metadata-Version: 2.4
Name: matnets
Version: 2.3.0
Summary: A small experimental neural network library where neurons are represented as matrices.
Project-URL: Homepage, https://github.com/dsainvg/MATNETS
Project-URL: Documentation, https://github.com/dsainvg/MATNETS/tree/main/docs
Project-URL: Issues, https://github.com/dsainvg/MATNETS/issues
Author: dsainvg
License-Expression: MIT
License-File: LICENSE
Keywords: jax,machine-learning,matrix,neural-networks
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.11
Requires-Dist: jax>=0.4
Provides-Extra: dev
Requires-Dist: mypy>=1.10; extra == 'dev'
Requires-Dist: pytest>=8.0; extra == 'dev'
Requires-Dist: ruff>=0.5; extra == 'dev'
Provides-Extra: docs
Requires-Dist: mkdocs-material>=9.5; extra == 'docs'
Requires-Dist: mkdocs>=1.6; extra == 'docs'
Description-Content-Type: text/markdown

# MATNETS

MATNETS is a small JAX library for matrix-neuron neural network experiments.
Each neuron carries an `n x n` matrix instead of a scalar.

The user documentation lives in [`docs/`](docs/index.md):

- [`docs/index.md`](docs/index.md): overview
- [`docs/getting-started.md`](docs/getting-started.md): install and first model
- [`docs/concepts.md`](docs/concepts.md): matrix-neuron shapes and JAX transforms
- [`docs/api.md`](docs/api.md): API guide
- [`docs/examples.md`](docs/examples.md): runnable examples
- [`docs/development.md`](docs/development.md): local development commands

Quick check:

```powershell
.\.venv\Scripts\python.exe examples\five_hidden_net.py
.\.venv\Scripts\python.exe -m pytest
```

MIT license.
