EMI-Group / evoxbench
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
☆90Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for evoxbench
- Official implementation of GMOEA.☆45Updated 4 years ago
- Official implementation of Solving Incremental Optimization Problems via Cooperative Coevolution☆28Updated 5 months ago
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆212Updated this week
- ☆25Updated 4 years ago
- The official implementation of RelativeNAS☆46Updated 3 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 Typst template for SUSTech graduated student thesis☆15Updated 2 weeks ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆149Updated 2 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆16Updated 4 years ago
- Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to …☆46Updated last month
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆14Updated last month
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆121Updated last week
- ☆26Updated last month
- Summary of Multitasking Optimization☆69Updated 8 months ago
- [JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/vari…☆210Updated this week
- Evolution of Heuristics☆98Updated 3 weeks ago
- MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)☆56Updated 2 weeks ago
- ☆11Updated 2 years ago
- Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking☆126Updated this week
- BenchENAS is a platform to help researchers conduct fair comparisons upon Evolutionary algorithm based Neural Architecture Search (ENAS) …☆13Updated last year
- Homogeneous Architecture Augmentation for Neural Predictor☆8Updated 3 years ago
- A collection of MetaBBO papers and code sources☆28Updated last week
- NSGA-Net, a Neural Architecture Search Algorithm☆265Updated 5 years ago
- A curated list of resources for genetic programming.☆48Updated 7 months ago
- ☆31Updated last year
- GPU-accelerated Ant Colony Optimization (ACO)☆12Updated last month
- A Tutorial for DEAP☆26Updated 2 months ago
- A Collection on Large Language Models for Optimization☆147Updated 3 weeks ago
- This repository contains code for paper NPENAS.☆10Updated 2 years ago