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followers: 3.0 following: 12.0 repos: 116.0 gists: 0.0

Name: Min Liu

Type: User

Company: School of Computer Science and Engineering, Hunan University of Science and Technology

Bio: I am with the School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan 4111201, China

Location: Xiangtan, China

Min Liu's Projects

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machinelearninginaction3x

Source Code for Machine Learning in Action for Python 3.X

mapmatching

腾云阁高精度车辆追踪算法大赛。给定地图数据和汽车的gps定位数据，通过地图匹配算法得出汽车行驶过了哪些道路

memerep

code for "community preserving network embedding based on memetic algorithm"

mfstsp

Test problems and source code for solving the Multiple Flying Sidekicks Traveling Salesman Problem (mFSTSP)

modpso

MODPSO code for paper "Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition"

moea-d-fd

This project is for dealing with dynamic multiobjective optimization problems using a Multiobjective Evolutionary Algorithm.

moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

This is a python implementation of NSGA-II algorithm. NSGA is a popular non-domination based genetic algorithm for multi-objective optimization. It is a very effective algorithm but has been generally criticized for its computational complexity, lack of elitism and for choosing the optimal parameter value for sharing parameter σshare. A modified version, NSGA II was developed, which has a better sorting algorithm , incorporates elitism and no sharing parameter needs to be chosen a priori.

nsga-ii-1

多目标优化遗传算法，python实现&动态展示过程

nsga-ii-2

The implementation of NSGA-II with Python

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

online-learning

Python implementations of Machine Learning Algorithms for the Online Setting

operatingsystem

PKU OS course project and notes based on Nachos and XV6

os161

ops-class.org OS/161 sources.

passive_aggressive

A margin based online learning algorithm for binary classification.

platemo

Evolutionary multi-objective optimization platform

platypus

A Free and Open Source Python Library for Multiobjective Optimization

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

py-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, GA, DE,

python-louvain

Louvain Community Detection

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

pytorch-drl4vrp

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

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