Discover EMI-Group/evoxbench Open Source project by @EMI-Group

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Python
License
Apache License 2.0
Created over 2 years ago
Updated 2 months ago

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

FaPN

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

C++

200

evox

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

Python

174

tensorneat

GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

Python

RelativeNAS

The official implementation of RelativeNAS

Python

GMOEA

Official implementation of GMOEA.

Python

Incremental-Optimization

Official implementation of Solving Incremental Optimization Problems via Cooperative Coevolution

MATLAB

TransferLearning-Tasks

Python

GMPB

MATLAB

tensorrvea

GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

Python

BLVG

Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".

MATLAB

tensoraco

GPU-accelerated Ant Colony Optimization (ACO)

Python

fr-nas

Python

SoloGAN

Official implementation of SoloGAN

Python

gpbt-pl

Generalized Population-Based Training With Pairwise Learning (GPBT-PL)

Python

interpretable-control-competition-walker-submit

Python

mixer-snn

Python

IEEE-CEC-NAS-Competition

Repository for the IEEE CEC Competition on Multiobjective Neural Architecture Search

Python

snn-temporal-fusion

Python

spikefpn

Python

EMI-Group/evoxbench

EMI-Group

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