Top 23 evolutionary-algorithm Open-Source Projects

• triangula

  19 3,836 0.0 Go

  Generate high-quality triangulated and polygonal art from images.

• GeneticAlgorithmPython

  17 1,717 8.6 Python

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

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• vizier

  5 1,173 9.3 Python

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

  

• evotorch

  14 968 5.2 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)

• self-parking-car-evolution

  5 710 0.0 TypeScript

  🧬 Training the car to do self-parking using a genetic algorithm

• FEDOT

  4 605 8.4 Python

  Automated modeling and machine learning framework FEDOT

  

• WorkOS

  workos.com sponsored

  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.

  

• SymbolicRegression.jl

  3 535 9.7 Julia

  Distributed High-Performance Symbolic Regression in Julia

Project mention: Symbolicregression.jl – High-Performance Symbolic Regression in Julia and Python | news.ycombinator.com | 2023-07-15

• 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

• EvoMaster

  5 428 9.8 Kotlin

  The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

  

Project mention: EvoMaster 2.0: A Fuzzer for generating JUnit tests for REST, GraphQL and RPC APIs | /r/java | 2023-10-13

Open-source on GitHub at: https://github.com/EMResearch/EvoMaster

• LifeEngine

  8 417 3.3 JavaScript

  The Life Engine

• Evolutionary.jl

  2 320 3.8 Julia

  Evolutionary & genetic algorithms for Julia

• 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.

  

• 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.

• biteopt

  2 127 6.0 C++

  Derivative-Free Global Optimization Method (C++, Python binding)

• 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.

• ldca

  1 53 3.6 Assembly

  Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

• 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)

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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
• EvoMaster 2.0: A Fuzzer for generating JUnit tests for REST, GraphQL and RPC APIs
  1 project | /r/java | 13 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
• The Life Engine
  1 project | /r/hypeurls | 6 Apr 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 29 Apr 2024

  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. Learn more →

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