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1.0rc0.post7

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abrain

NeuroEvolution in Python backed by C++ computations

Published26 May 2024
Direct dependencies23
Transitive dependenciesNot calculated

README

Version 1.0rc0.post7 documentation

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++.

Documentation Status PEP8 PyPI version Downloads

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/... ?

    • CI/CD

      • Recent install gives no loadimage plugion for "svg:cairo" for pdf output

Downloads & popularity

Awaiting observations

No metric observations yet

Download counts and popularity will appear here as the collector receives them.

Declared dependencies 24

Native requirements
23 direct targetsNot calculated transitive count
Package / targetRequirementRelationship
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Distribution files

52 collected
abrain-1.0rc0.post7-cp310-cp310-macosx_10_9_x86_64.whl

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abrain-1.0rc0.post7-cp310-cp310-macosx_11_0_arm64.whl

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abrain-1.0rc0.post7-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

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abrain-1.0rc0.post7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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abrain-1.0rc0.post7-cp310-cp310-musllinux_1_2_i686.whl

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abrain-1.0rc0.post7-cp310-cp310-musllinux_1_2_x86_64.whl

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abrain-1.0rc0.post7-cp310-cp310-win32.whl

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abrain-1.0rc0.post7-cp310-cp310-win_amd64.whl

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abrain-1.0rc0.post7-cp311-cp311-macosx_10_9_x86_64.whl

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abrain-1.0rc0.post7-cp311-cp311-macosx_11_0_arm64.whl

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abrain-1.0rc0.post7-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

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abrain-1.0rc0.post7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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abrain-1.0rc0.post7-cp311-cp311-musllinux_1_2_i686.whl

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abrain-1.0rc0.post7-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

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abrain-1.0rc0.post7-cp38-cp38-musllinux_1_2_i686.whl

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abrain-1.0rc0.post7-cp39-cp39-musllinux_1_2_i686.whl

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abrain-1.0rc0.post7-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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abrain-1.0rc0.post7-pp38-pypy38_pp73-win_amd64.whl

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abrain-1.0rc0.post7-pp39-pypy39_pp73-macosx_10_9_x86_64.whl

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abrain-1.0rc0.post7-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

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abrain-1.0rc0.post7-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

bdist_wheel · 527.03 KB · Python pp39

Source file

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kgd-al/abrain

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Observed since 20 Oct, 17:34 UTC

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package_version:a1c11c9c1a4e82e65f6fdbcaaf3aff274741106a37e2d708a70327cfb1e4616d

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