EMI-Group / evoxbenchLinks
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
☆131Updated 6 months ago
Alternatives and similar repositories for evoxbench
Users that are interested in evoxbench are comparing it to the libraries listed below
Sorting:
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆1,095Updated last week
- Official implementation of GMOEA.☆47Updated 5 years ago
- ☆21Updated 5 years ago
- Official implementation of Solving Incremental Optimization Problems via Cooperative Coevolution☆28Updated last year
- ☆25Updated 4 years ago
- Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".☆12Updated 3 years ago
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆20Updated 6 months ago
- EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learn…☆169Updated last week
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆16Updated 5 years ago
- The Typst template for SUSTech graduated student thesis☆16Updated 2 months ago
- BenchENAS is a platform to help researchers conduct fair comparisons upon Evolutionary algorithm based Neural Architecture Search (ENAS) …☆14Updated 2 years ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆106Updated 5 months ago
- GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)☆254Updated 2 weeks ago
- A collection of MetaBBO papers and code sources☆81Updated 2 months ago
- Official implementation of SoloGAN☆12Updated 3 years ago
- ☆46Updated 10 months ago
- ☆10Updated last year
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆141Updated last month
- [INFOCOM 2024 Top 1 Popular Article] Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration☆72Updated 8 months ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆62Updated last month
- GPU-accelerated Ant Colony Optimization (ACO)☆16Updated 6 months ago
- A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionar…☆156Updated 2 weeks ago
- Awesome Neural Architecture Search Papers☆407Updated last year
- Evolution of Heuristics☆200Updated 6 months ago
- The official implementation of RelativeNAS☆46Updated 4 years ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆157Updated 3 years ago
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from e…☆254Updated this week
- A Collection on Large Language Models for Optimization☆280Updated 10 months ago
- MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Suppor…☆140Updated 5 months ago
- [TMC 2024 Top 15 Popular Article] FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence☆90Updated 3 months ago