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Mathimatics-Numerical algorithms list
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支持向量机(Support Vector Machine, SVM)
Downloaded:0
Support vector machine (support vector machine, SVM) is proposed by Cortes and Vapnik in 1995, because of its powerful in text classification and high-dimensional data in the performance, will soon become the mainstream
Date
: 2025-07-08
Size
: 1008kb
User
:
ZJN27
07 极限学习机(Extreme Learning Machine, ELM)
Downloaded:0
The ELM algorithm is pointed out, in fact, hidden layer weights matrix W and B is not necessary to adjust the bias of the learning algorithm, in the beginning, randomly given W and b values, the calculated H (output node
Date
: 2025-07-08
Size
: 690kb
User
:
ZJN27
深度学习的研究与发展
Downloaded:0
Help you to learn deep learning
Date
: 2025-07-08
Size
: 5.16mb
User
:
周一媛媛
决策树与随机森林
Downloaded:0
The understanding of decision tree and random forest is given. This paper mainly analyzes the learning algorithm of decision tree: information gain and ID3, C4.5, CART tree, and then give the random forest. Among the dec
Date
: 2025-07-08
Size
: 2.02mb
User
:
ZJN27
09 遗传算法(Genetic Algorithm, GA)
Downloaded:0
The genetic algorithm (Genetic Algorithm, GA) originated from the computer simulation of biological systems. It is a random global search and optimization method which is developed by imitating the natural evolution mech
Date
: 2025-07-08
Size
: 671kb
User
:
ZJN27
粒子群优化算法
Downloaded:0
Particle swarm optimization algorithm (Particle Swarm Optimization, referred to as PSO), particle swarm algorithm is a new evolutionary algorithm developed in recent years, similar to genetic algorithm, it is also from t
Date
: 2025-07-08
Size
: 2.25mb
User
:
ZJN27
蚁群算法
Downloaded:0
However, due to the slow convergence speed of Basic ant colony algorithm and easy to fall into local optimum, many improved ant colony algorithm is proposed to compensate for its shortcomings and has achieved good result
Date
: 2025-07-08
Size
: 654kb
User
:
ZJN27
模拟退火算法
Downloaded:0
The simulated annealing algorithm derived from the principle of solid annealing, is a kind of algorithm based on probability, the solid heat to sufficiently high, let it slowly cooling, heating, temperature rise inside t
Date
: 2025-07-08
Size
: 573kb
User
:
ZJN27
10种简单的数字滤波C语言源程序算法
Downloaded:0
A simple digital filter C language source program algorithm
Date
: 2025-07-08
Size
: 5kb
User
:
kanewater
神经网络
Downloaded:0
BP neural network algorithm, using iris as an example of the classification algorithm
Date
: 2025-07-08
Size
: 8kb
User
:
诗情
MatLab code
Downloaded:0
Based on cellular automata traffic flow model
Date
: 2025-07-08
Size
: 3kb
User
:
wpf-2015
adboost classifier
Downloaded:0
The matlab implementation of aboost classifier can solve the problem of sample classification.
Date
: 2025-07-08
Size
: 7.02mb
User
:
*哈哈*
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