资源列表
SPARK
- spark 图书 SPARK MLLIB机器学习 算法、源码及实战详解 ,黄美灵著 ,P392.pdf(Machine learning algorithms, source code and actual combat detailed, Huang Meiling)
ConsoleApplication1
- 在恒温边界条件下的正方体，带有内热源的LBM传热程序。(In the constant temperature boundary conditions of the cube, LBM heat transfer procedures with internal heat source.)
WENO-master
- sod 激波管问题的简单实现，包括weno3和weno5，makefile可正常运行，方便使用(Sod shock tube simple implementation of the problem, including weno3 and weno5, makefile can be normal operation, easy to use)
cnt_f_3_dis3_4
- ABAQUS UMAT for van der Walls force
MATLAB
- 求解一般热传导方程的显式算法与隐式算法！(Explicit algorithms and implicit algorithms for solving general heat conduction equations)
color bar
- 主要是交通行业的时空矩阵的3维热力图表达方式，不同检测器与不同时间段的流量作为颜色的第三位导入，热力图调整颜色表达更清晰(mianly used for transportation engineering. It can plot the three dimension of the real traffic situation, including different temporal and spatial. the code also can modify the parameter
Matlab程序
- 该例程包含了所有电力电子的仿真实例，是学习电力电子的好平台(The routine contains all the power electronics simulation example, is a good platform for learning power electronics)
PyWENO-master
- 一个开源的代码包，weno格式，写的好不错，可以下载看看(An open source code package, WENO format, written in good, good, you can download to see)
ELM_MatlabClass
- 极限学习机只需要设置网络的隐层节点个数，在算法执行过程中不需要调整网络的输入权值以及隐元的偏置，并且产生唯一的最优解，因此具有学习速度快且泛化性能好的优点。该程序是用于极限学习机分类。(Extreme learning machine only need to set the number of hidden nodes of the network, the algorithm execution process does not need to adjust the input weight
RLS
- MATLAB关于最小二乘法和递推最小二乘法程序(MATLAB on the least squares method and recursive least squares procedures)
CCPSO_ISM_test
- 粒子群算法，智能优化算法，信息共享粒子群算法-ccpso-ism(Particle swarm optimization algorithm CCPSO-ISM)
Inverse Problem
- 计算反求实例，提供了三个计算实例，在不同的情况下对比了点估计和蒙卡方法的差别。(Calculation examples, provide three examples in different situations between the point estimation and Monte Carlo method difference.)