EMI-Group / evoxbenchLinks
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
☆137Updated 10 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 5 years ago
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆1,670Updated last week
- ☆21Updated 5 years ago
- Official implementation of Solving Incremental Optimization Problems via Cooperative Coevolution☆28Updated last year
- EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learn…☆237Updated 3 months ago
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆20Updated 10 months ago
- The Typst template for SUSTech graduated student thesis☆16Updated 6 months ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆16Updated 5 years ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆156Updated 2 months ago
- Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".☆11Updated 3 years ago
- GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)☆316Updated 4 months ago
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆11Updated last year
- A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionar…☆220Updated 3 months ago
- ☆48Updated last year
- GPU-accelerated Ant Colony Optimization (ACO)☆17Updated 10 months ago
- A collection of MetaBBO papers and code sources☆93Updated 2 weeks ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆123Updated 9 months ago
- BenchENAS is a platform to help researchers conduct fair comparisons upon Evolutionary algorithm based Neural Architecture Search (ENAS) …☆15Updated 2 years ago
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm varian…☆273Updated last week
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆63Updated 5 months ago
- Official implementation of SoloGAN☆12Updated 3 years ago
- [NeurIPS22] "Advancing Model Pruning via Bi-level Optimization" by Yihua Zhang*, Yuguang Yao*, Parikshit Ram, Pu Zhao, Tianlong Chen, Min…☆117Updated 2 years ago
- Awesome Neural Architecture Search Papers☆406Updated last year
- MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Suppor…☆201Updated 9 months ago
- Evolution of Heuristics☆250Updated 3 months ago
- Large Language Model for MOEA☆60Updated last year
- [INFOCOM 2024 Top 1 Popular Article] Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration☆75Updated last year
- Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab☆2,695Updated last month
- Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: fr…☆59Updated 4 months ago
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆148Updated 2 weeks ago