EvoX 生态系统
一系列旨在加速计算和优化研究的库、工具和项目。
EvoX
A distributed GPU-accelerated evolutionary computation framework compatible with PyTorch.
EvoGit
A decentralized multi-agent framework that reimagines software development as a collaborative, evolutionary process.
EvoGP
A fully GPU-accelerated Tree-based Genetic Programming (TGP) framework built on PyTorch.
EvoRL
A fully GPU-acclerated framework for Evolutionary Reinforcement Learning.
EvoMO
A GPU-accelerated library for evolutionary multiobjective optimization (EMO) via advanced tensorization.
TensorNEAT
A JAX-based libaray for NeuroEvolution of Augmenting Topologies (NEAT) algorithms.
MetaDE
An advanced evolutionary framework that dynamically optimizes the strategies and hyperparameters of Differential Evolution.
EvoXBench
A platfrom offering instant benchmarking of evolutionary multi-objective optimization (EMO) algorithms in neural architecture search (NAS).