SaaSHub helps you find the best software and product alternatives Learn more →
Top 6 Python evolutionary-computation Projects
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
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
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 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 Genetic Programming in Python
Push Genetic Programming in Python.
Produce intelligence by means of natural selection without objective/reward optimization
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
A note from our sponsor - #<SponsorshipServiceOld:0x00007f0f9b82f0d0>
www.saashub.com | 4 Dec 2023
What are some of the best open-source evolutionary-computation projects in Python? This list will help you: