scnshen's repositories
varSelRF-suppl-mat
Supplementary Material for "Gene selection and classification of microarray data using random forest''
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
CPDEA
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multi-Modal Multi-Objective Optimization (IEEE Transactions on Evolutionary Computation)
domain_adaptation
traditional domain adaptation methods (e.g., GFK, TCA, SA)
FVNS
FVNS algorithm code in MATLAB
GDPSO
code for paper "Greedy discrete particle swarm optimization for large-scale social network clustering"
Graph-Coloring-using-Tabu-Search-and-Genetic-Algorithm
This repository is about graph coloring with Tabu Search Algorithm
Intelligent_Algorithm
Optimization problem solving: genetic algorithm, ant colony algorithm, tabu search algorithm, simulated annealing algorithm, particle swarm optimization
Machine-Learning-Foundations-and-Techniques
Coursera 机器学习基石 机器学习技法 林轩田 课堂PPT、作业及课堂笔记。
MaOES
Evolution Strategy Based Many-Objective Evolutionary Algorithm
MMO-MOES
Multi-Objective Evolution Strategy for Multimodal Multi-Objective Optimization
MODPSO
MODPSO code for paper "Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition"
PRMLT
Matlab code for machine learning algorithms in book PRML
pyomo
The main repository for the Pyomo optimization modeling software.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
RF-CMOCO
Handing Wang, Yaochu Jin, A Random Forest-Assisted Evolutionary Algorithm %for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems IEEE Transactions on Cybernetics, accept, 2018.
Traveling-Salesman-Problem
Solving Traveling Salesman Problem using Genetic Algorithm, Simulated Annealing, and Tabu Search
TriMOEA-TAnR
A multi-modal multi-objective evolutionary algorithm using two-archive and recombination strategies (IEEE Transactions on Evolutionary Computation)
UNET-ZOO
including unet,unet++,attention-unet,r2unet,cenet,segnet ,fcn.
vaeedaq
Variational AutoEncoder with Population Queue and AVS
vrp_pso
Sample VRP problem with PSO solution.
VRPTW
R2B-09 Development of an Optimized Particle Swarm Optimization Algorithm for the Split Delivery Vehicle Routing Problem with Time Window
VRPTW-1
Computational Logistics of the Vehicle Routing Problem with Time Windows. Comparative Review of application of the PSO and GA to the VRPTW.