资源列表
Python-Machine-Learning-Algorithm-master
- 机器学习所有算法大全，python学习基础到高级，入门学习大全(Machine learning all algorithms daqo, python learning basics to advanced, introductory learning daqo)
司守奎、孙玺菁《数学建模算法与应用》随书光盘
- 司守奎、孙玺菁《数学建模算法与应用》随书光盘 所有代码 经典小黄书的代码 数学建模比赛必备(Si shoukui, sun xijing. Mathematical modeling algorithm and application. Cd-rom All of the code Classic little Yellow Book code Mathematical modeling competition required)
polar code源码
- polar码的matlab编译码算法，很实用(matlab code of polar codes)
bch
- BCH码的matlab代码，包含编码与译码(BCH Encoder and Decoder)
economic dispatch2
- 忽略损耗的电网经济调度，三个发电机组，可以计算出力和成本。(In the economic dispatch of power network with neglect of loss, three generators can calculate the power and cost.)
GAN-Base-on-Matlab-master
- 在matlab上面实现GAN，能够完成简单的GAN操作。(The implementation of GAN on Matlab can accomplish simple GAN operation.)
fastq序列统计软件
- 可统计error rate Q20 Q30 但速度较慢，如需加快速度，可屏蔽ASCII转换，不输出error rate
matlab神经网络30案例
- rbf神经网络自适应控制matlab仿真实例(Matlab simulation example of RBF neural network adaptive control)
grey predication
- 预测数据，数据分析,进行经济数据的多年预测，用途广泛(Forecast data, data analysis, multi-year forecast of economic data, widely used)
蚁群算法
- 蚁群算法，用于解决TSP问题，可以避免过早收敛且时间复杂度低，是一种信而有效的启发式算法
Markov_Decision_Processes
- 书籍：人工智能中的马尔可夫决策过程Markov_Decision_Processes_In_Artificial_Intelligence(Book:Markov_Decision_Processes_In_Artificial_Intelligence)
神经网络
- 模拟人思维的第二种方式。这是一个非线性动力学系统，其特色在于信息的分布式存储和并行协同处理。虽然单个神经元的结构极其简单，功能有限，但大量神经元构成的网络系统所能实现的行为却是极其丰富多彩的。(he second way to simulate human thinking. This is a non-linear dynamic system, which is characterized by distributed storage of information and parallel