资源列表
液液相平衡
- 基于Fortran编译器，作者编译了液液热力学相平衡预测程序(FORTRAN program for calculating vapor-liquid equilibrium)
数据科学入门
- 书籍整理，里面包含数据科学入门书籍，建议新手可以看看，做知识储备(Book arrangement, including books such as introduction to data science)
Matlab深度学习
- 深入浅出的介绍了机器学习基本原理和使用方法，推荐读一读。(Matlab machine learning ebook)
迭代
- 差分迭代法和虚时间法求解薛定谔方程；克尔非线性方程光孤子解；(Solution of schrodinger equation by difference iteration method and virtual time method;Kerr nonlinear equation optical soliton solution;)
Machine Learning
- 吴恩达新新书-Machine Learning Yearing-完整中文版-机器学习训练秘籍）(Wu Enda's New Book - Machine Learning Yearing - Complete Chinese Version - Machine Learning Training Secret Book))
monte_carlo_tree_search
- 非常好的蒙特卡洛树搜索写的五子棋示例，核心代码都有中文说明(An Example of Gobang Written by Monte Carlo Tree Search)
样条插值
- 样条插值的研究背景，样条函数的力学意义，三次样条插值多项式的构造，一般的插值问题(Research background of spline interpolation, mechanical meaning of spline function, construction of cubic spline interpolation polynomials, general interpolation problems)
kNN
- K最近邻(k-Nearest Neighbor，KNN)分类算法，是一个理论上比较成熟的方法，也是最简单的机器学习算法之一。该方法的思路是：在特征空间中，如果一个样本附近的k个最近(即特征空间中最邻近)样本的大多数属于某一个类别，则该样本也属于这个类别。(K-nearest neighbor (KNN) classification algorithm is a relatively mature method in theory and one of the simplest machine
1.pdf
- 特征降维的一种方法, 文章是英文文献，文章最后附有代码(a kind of method of feature dimensionality reduction)
基于BP神经外网络的车牌识别
- 基于MATLAB的车牌识别系统，识别准确率高，运行速度快，可供参考学习(License plate recognition system based on MATLAB)
开平仓邮件通知道奇版_2
- 用于MT4交易订单变化的声音和弹出窗口报警(Voice and pop-up alarm for MT4 transaction order change)
多电平逆变器异步电机矢量控制模型
- 本程序为多电平逆变器异步电机矢量控制模型(This program is a vector control model of induction motor with multilevel inverter)