Python evolutionary-computation

Open-source Python projects categorized as evolutionary-computation

Top 6 Python evolutionary-computation Projects

  • evotorch

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

    Project mention: [P] EvoTorch 0.4.0 dropped with GPU-accelerated implementations of CMA-ES, MAP-Elites and NSGA-II. | /r/MachineLearning | 2023-01-26
  • gpFlappyBird

    Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • talk-generator

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

    Project mention: [P] We finally got Text-to-PowerPoint working!! (Generative AI for Slides ✨) | /r/MachineLearning | 2022-12-28

    Nice and possibly useful down the line. If it's of any interest, there was some work done on the problem of "text-to-powerpoint" some years ago (, Being tailored to the "improvised TED talk" format however it wasn't really trying to do a serious job. It's essentially a random content generator doing a random walk on the ConceptNet graph and scraping data related to the input text (topic or title). It relies on templates, so no juicy GPT action. The demo website is still up.

  • 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). The latest post mention was on 2023-01-26.

Python evolutionary-computation related posts


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

Project Stars
1 evotorch 924
2 gpFlappyBird 147
3 talk-generator 120
4 tiny_gp 85
5 pyshgp 64
6 EvolutionarySelfReplication 13
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