Pre-release
This release is a pre-release and may not be stable for production use.
Artificial Brains (ABrain) for Python
C++/Python implementation of fully evolvable Artificial Neural Networks. Uses the ES-HyperNEAT algorithms to indirectly encode ANNs with bio-mimetic patterns (repetitions, symmetry...), large number of neurons and relative robustness to input/output variations between generations. The API is served in Python and computations are performed in C++.
tested on latest
Development
Optional dependencies:
Graphviz (dot)
To generate directed graphs for the genomes. Can only be fetched by system installer (apt-get, yum, ...). See https://graphviz.org/download/ for instructions
Kaleido
To generate non-interactive images of ANN (through plotly).
Due to inconsistent support, left as an optional dependency.
Use pip install abrain[...,kaleido] to get it
Todo list:
- Functionalities:
-
Order-independent ANN evaluation (with back buffer)?
-
Crossover / historical markings
- Actually needed?
-
MANN Integration
- Easy extraction
- built-in testing
- C++ wrapper
- Visu
-
Misc:
- Documentation
-
Advanced usage
-
move to scikit/poetry/... ?
-
- Documentation
-
CI/CD
- Recent install gives
no loadimage plugion for "svg:cairo"for pdf output
- Recent install gives
-
1 maintainer
Metadata
1 maintainer
Release files for abrain 1.0rc0.post7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| abrain-1.0rc0.post7.tar.gz | 142.4 kB | Without provenance | Details for abrain-1.0rc0.post7.tar.gz |
Built distributions (wheels)
Total release size: 36.2 MB
Release files / abrain-1.0rc0.post7.tar.gz
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Release files / abrain-1.0rc0.post7-pp310-pypy310_pp73-win_amd64.whl
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Release files / abrain-1.0rc0.post7-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / abrain-1.0rc0.post7-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / abrain-1.0rc0.post7-pp310-pypy310_pp73-macosx_10_9_x86_64.whl
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Release files / abrain-1.0rc0.post7-pp39-pypy39_pp73-win_amd64.whl
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Release files / abrain-1.0rc0.post7-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / abrain-1.0rc0.post7-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / abrain-1.0rc0.post7-pp38-pypy38_pp73-win_amd64.whl
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Release files / abrain-1.0rc0.post7-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
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Release files / abrain-1.0rc0.post7-cp312-cp312-win_amd64.whl
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Security for abrain 1.0rc0.post7
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To learn more about protecting yourself from malicious actors, visit our package security documentation.
