Python evolution-strategies

Open-source Python projects categorized as evolution-strategies
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Topics: Optimization Machine Learning Pygame reinforcement-learning genetic-algorithm
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Top 6 Python evolution-strategy Projects

  • Gradient-Free-Optimizers

    Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

  • gpFlappyBird

    Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

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  • nes-torch

    Minimal PyTorch Library for Natural Evolution Strategies

  • pbo

    Policy-based optimization : single-step policy gradient seen as an evolution strategy

  • SpaceDrones

    A simple learning environment with space drones for evolution-inspired optimization.

  • RocketLander

    A simple framework equipped with optimization algorithms, such as reinforcement learning, evolution strategies, genetic optimization, and simulated annealing, to enable an orbital rocket booster to land autonomously.

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 evolution-strategies related posts

  • Show HN: Gradient-Free-Optimizers supports constrained optimization in v1.3

    1 project | news.ycombinator.com | 11 Apr 2023

  • Gradient-Free-Optimizers version 1.2 released

    1 project | news.ycombinator.com | 6 Nov 2022

  • Interesting usage of decorators to add hooks to functions

    2 projects | /r/Python | 2 May 2021

  • Interesting learning tool: FlappyBird

    1 project | /r/ToasterTalk | 13 Apr 2021

  • Gradient-Free-Optimizers A collection of modern optimization methods in Python

    1 project | /r/patient_hackernews | 28 Feb 2021

  • Gradient-Free-Optimizers A collection of modern optimization methods in Python

    1 project | /r/hackernews | 28 Feb 2021

  • SimonBlanke/Gradient-Free-Optimizers A collection of modern optimization methods in Python

    1 project | /r/Python | 28 Feb 2021
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Index

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

Project Stars
1 Gradient-Free-Optimizers 1,108
2 gpFlappyBird 164
3 nes-torch 17
4 pbo 13
5 SpaceDrones 4
6 RocketLander 1

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