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Code for "Automata in Space: Formal Language Theory meets Neural Computation"

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AIS

This code accompanies the paper: Llarena, J., "Automata in Space: Formal Language Theory meets Neural Computation", 2024.

XOR-spectral-WFSA XOR-sgd-WFSA XOR-lin-LSTM-WFSA XOR-rumelhart-MLP OR-CNN AND-bert-TFM

Installation

$ git clone git@github.com:JoseLlarena/ais.git
$ cd ais
$ python3 -m venv venv 
$ source venv/bin/activate
$ pip install -r requirements.txt

Testing

$ pip install -r requirements-test.txt
$ pytest --cov=ais unittests/*.py --cov-report=term --cov-report=html && xdg-open htmlcov/index.html 

Documentation

In-code.

Changelog

Check the Changelog for fixes and enhancements in each version.

License

Copyright Jose Llarena 2024-2025.

Distributed under the terms of the MIT license, ais is free and open source software.

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Code for "Automata in Space: Formal Language Theory meets Neural Computation"

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