Top 22 Python evolutionary-algorithm Projects

• GeneticAlgorithmPython

  17 1,707 8.8 Python

  Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• vizier

  5 1,173 9.3 Python

  Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

  

• InfluxDB

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• evotorch

  14 968 5.2 Python

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

  

• FEDOT

  4 605 8.4 Python

  Automated modeling and machine learning framework FEDOT

  

• AgileRL

  12 493 9.8 Python

  Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

  

Project mention: [P] Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework | /r/MachineLearning | 2023-10-15

• Sklearn-genetic-opt

  6 271 4.6 Python

  ML hyperparameters tuning and features selection, using evolutionary algorithms.

• Hypernets

  1 261 7.7 Python

  A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

  

• WorkOS

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  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• zoofs

  4 236 0.0 Python

  zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

• tiny_gp

  1 91 1.1 Python

  Tiny Genetic Programming in Python

• TorchGA

  3 86 4.3 Python

  Train PyTorch Models using the Genetic Algorithm with PyGAD

• pyshgp

  1 65 2.1 Python

  Push Genetic Programming in Python.

• ruck

  2 52 1.2 Python

  🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

• GARI

  1 49 1.1 Python

  GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

• Finch

  1 32 8.4 Python

  🐤The next evolution of, well, evolution. (by dadukhankevin)

• genetic-algorithm-in-python

  5 22 0.0 Python

  A genetic algorithm written in Python for educational purposes.

• hawks

  1 22 0.0 Python

  A package for generating synthetic clusters with control over "difficulty"

• nes-torch

  3 17 3.6 Python

  Minimal PyTorch Library for Natural Evolution Strategies

• simple-es

  1 14 0.0 Python

  Simple implementations of multi-agent evolutionary strategies using pytorch.

• de-torch

  1 6 4.4 Python

  Minimal PyTorch Library for Differential Evolution

• SpaceDrones

  1 4 7.8 Python

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

• Genetic-Algorithm

  1 1 10.0 Python

  Genetic Algorithm in python 3.8 (by kavinbharathii)

• EvoTrader

  1 0 0.0 Python

  Evolutionary algorithm to make better trade decisions based on Bellman equation. (Experimental)

• SaaSHub

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Python evolutionary-algorithms related posts

• [P] Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework
  1 project | /r/MachineLearning | 15 Oct 2023
• Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework
  1 project | /r/reinforcementlearning | 15 Oct 2023
• [P] Significant improvements for multi-agent reinforcement learning!
  1 project | /r/MachineLearning | 3 Sep 2023
• 10x faster reinforcement learning hyperparameter optimization than SOTA - now with distributed training!
  1 project | /r/reinforcementlearning | 7 Jul 2023
• [P] 10x faster reinforcement learning HPO - now for RLHF!
  2 projects | /r/MachineLearning | 5 May 2023
• 10x faster reinforcement learning HPO - now with CNNs!
  1 project | /r/reinforcementlearning | 5 Apr 2023
• Evolutionary hyperparameter optimization for RL - 10x speed up
  2 projects | /r/reinforcementlearning | 24 Mar 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 27 Apr 2024

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