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1. evox evox Public

   Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

   Python 318 47

2. evogp evogp Public

   A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionary computation. It supports symbolic regression, classificati…

   Python 36 4

3. evorl evorl Public

   EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Re…

   Python 37 5

4. tensorneat tensorneat Public

   GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

   Python 112 16

5. metade metade Public

   MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Supporting both JAX and PyTorch, it dynamically adapts mutation an…

   Python 23 1

6. evoxbench evoxbench Public

   Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

   Python 113 16