EMI-Group / evoxbench
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
☆123Updated 2 months ago
Alternatives and similar repositories for evoxbench
Users that are interested in evoxbench are comparing it to the libraries listed below
Sorting:
- Official implementation of GMOEA.☆47Updated 4 years ago
- Official implementation of Solving Incremental Optimization Problems via Cooperative Coevolution☆28Updated 11 months ago
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆513Updated this week
- ☆25Updated 4 years ago
- ☆21Updated 4 years ago
- Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".☆12Updated 2 years ago
- The official implementation of RelativeNAS☆46Updated 3 years ago
- EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learn…☆82Updated last week
- The Typst template for SUSTech graduated student thesis☆16Updated last week
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆16Updated 2 months ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆16Updated 4 years ago
- A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionar…☆77Updated 3 weeks ago
- ☆36Updated 7 months ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆119Updated this week
- MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Suppor…☆64Updated last month
- BenchENAS is a platform to help researchers conduct fair comparisons upon Evolutionary algorithm based Neural Architecture Search (ENAS) …☆13Updated 2 years ago
- EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)☆57Updated last week
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆156Updated 3 years ago
- Useful relevant papers and open source codes for Data-Driven Evolutionary Algorithms (DDEAs)☆32Updated last month
- Evolution of Heuristics☆153Updated 2 months ago
- A collection of MetaBBO papers and code sources☆61Updated this week
- Large Language Model for MOEA☆47Updated 11 months ago
- Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: fr…☆52Updated 2 months ago
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆135Updated this week
- A library for automatically designing metaheuristic optimizers.☆19Updated 2 weeks ago
- Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking☆149Updated last week
- GPU-accelerated Ant Colony Optimization (ACO)☆14Updated 2 months ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆88Updated last month
- ☆35Updated last year
- LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.☆94Updated last month