PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
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Updated
May 16, 2024 - Python
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
EA codes from CIAM Group at SUSTech, Shenzhen, China
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
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).
Evolutionary Algorithms Framework
Python framework for automated time series classification and regression
KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
Research Project
This repository contains Evolutionary Algorithms that can be used for multi-objective optimization. Interactive optimization is supported. Methods such as RVEA and NSGA-III can be found here.
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
Multi-purpose extensible self-adaptive optimizer and fuzzer
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
A set of C++ programs to determine optimal high-level configurations for LoRaWAN based networks
A Rust framework supporting a variaty of evolutionary computation (EC) tools
XCSF learning classifier system: rule-based online evolutionary machine learning
Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking
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