Top 6 Python evolutionary-computation Projects

evotorch

4 924 0.0 Python

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

0 147 0.0 Python

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
InfluxDB

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talk-generator

1 120 10.0 Python

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 (https://arxiv.org/abs/1903.09308, https://github.com/korymath/talk-generator/tree/dev). 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

0 85 10.0 Python

Tiny Genetic Programming in Python
pyshgp

0 64 0.0 Python

Push Genetic Programming in Python.
EvolutionarySelfReplication

0 13 1.8 Python

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.