Top 10 evolutionary-computation Open-Source Projects

• evotorch

  14 972 4.7 Python

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

  

• gago

  1 869 0.0 Go

  :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• gpFlappyBird

  1 164 0.0 Python

  Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

• sel

  3 162 9.6 Common Lisp

  Programmatic modification and evaluation of software

  

• talk-generator

  1 121 4.5 Python

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

• tiny_gp

  1 91 1.1 Python

  Tiny Genetic Programming in Python

• pyshgp

  1 65 2.1 Python

  Push Genetic Programming in Python.

• SaaSHub

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• Chips-n-Salsa

  15 52 8.4 Java

  A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

• EvolutionarySelfReplication

  1 13 1.8 Python

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

• BrainfuckIntern

  1 8 6.1 C

  Uses a genetic algorithm to "evolve" brainfuck programs with desirable behaviours

evolutionary-computation related posts

• [P] EvoTorch 0.4.0 dropped with GPU-accelerated implementations of CMA-ES, MAP-Elites and NSGA-II.

  2 projects | /r/MachineLearning | 26 Jan 2023

• 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

• Looking for Rust program synthesis from Lisp by Lisp with AST support. What Common Lisp library better foundation for it?

  2 projects | /r/lisp | 25 Nov 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

• Software Evolution Library – Lisp library for software analysis

  1 project | news.ycombinator.com | 8 Sep 2022
• A note from our sponsor - SaaSHub
  www.saashub.com | 10 May 2024

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