Python evolutionary-computation

Open-source Python projects categorized as evolutionary-computation
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Topics: Python Artificial intelligence evolutionary-algorithms genetic-programming reinforcement-learning
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Top 6 Python evolutionary-computation Projects

  • evotorch

    Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

  • gpFlappyBird

    Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

  • InfluxDB

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  • talk-generator

    talk-generator is capable of generating coherent slide decks based on a single topic suggestion.

  • tiny_gp

    Tiny Genetic Programming in Python

  • pyshgp

    Push Genetic Programming in Python.

  • EvolutionarySelfReplication

    Produce intelligence by means of natural selection without objective/reward optimization

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python evolutionary-computation related posts

  • Question on how to model a "discontinuous" action space

    4 projects | /r/reinforcementlearning | 9 Dec 2022

  • Should I pursue Evolutionary Strategies?

    5 projects | /r/reinforcementlearning | 4 Dec 2022

  • [P] We’ve released EvoTorch 0.3.0, with VecGymNE, memory usage improvements, Colab support and more! VecGymNE enables evolutionary RL with vectorized environments and policies, especially massively parallel simulators like Brax!

    1 project | /r/MachineLearning | 25 Oct 2022

  • [P] Participating in the Myosuite challenge at NeurIPS2022 on dexterous control? We are releasing a baseline and starter code to help you get started using EvoTorch!

    2 projects | /r/MachineLearning | 28 Sep 2022

  • NNAISENSE Open-Sources ‘EvoTorch’: An Evolutionary Algorithm Library for the Machine Learning Community

    2 projects | /r/artificial | 14 Aug 2022

  • Next-Generation Evolutionary Search, Learning and Planning

    1 project | news.ycombinator.com | 14 Aug 2022

  • NNAISENSE releases EvoTorch (evotorch.ai): An open-source Evolutionary Algorithm Library with multi-CPU/multi-GPU support for massive evolutionary experiments!

    1 project | /r/coolgithubprojects | 9 Aug 2022
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    www.influxdata.com | 2 May 2024
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Index

What are some of the best open-source evolutionary-computation projects in Python? This list will help you:

Project Stars
1 evotorch 972
2 gpFlappyBird 164
3 talk-generator 121
4 tiny_gp 91
5 pyshgp 65
6 EvolutionarySelfReplication 13

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