资源列表
Machine-Learning-in-Python
- 《Python机器学习及实践：从零开始通往Kaggle竞赛之路》源码，提供了一些流行的机器学习框架与程序库的应用实例，包括tensorflow框架，注重实战。-Python machine learning and practice: zero to the road leading to the Kaggle contest source code, provides some popular machine learning framework and application examp
KPCA
- 基于MATLAB的PCA和KPCA的实现，有图，有返回的参数，绝对可以运行！-Based on the PCA and KPCA MATLAB to achieve, there are plans to return to the parameters, the absolute can run!
GMM
- gmm_em算法，可用于手写数字识别，供初学者参考。-Gmm_em algorithm and can be used for handwritten numeral recognition, for beginners reference.
1002
- 十五数码问题：使用启发式搜索算法——A*算法求解十五数码问题-Fifteen digital problems: the use of heuristic search algorithm- A* algorithm to solve fifteen digital problems
PSOBP
- 传统粒子群算法优化BP神经网络和改进的粒子群算法优化BP神经网络源代码-traditional particle swarm optimization BP neural network 2 Improved particle swarm optimization BP neural network source code
BP
- 《MATLAB神经网络原理与实例精解》中chap13的例子 基于BP网络的个人信贷信用评估-" MATLAB network principles and examples of fine nerve Solutions" in the example chap13- Based on BP Network personal credit credit assessment
data
- 随机森林算法的构造过程：1、通过给定的原始数据，选出其中部分数据进行决策树的构造，数据选取是”有放回“的过程，我在这里用的是CART分类回归树。 2、随机森林构造完成之后，给定一组测试数据，使得每个分类器对其结果分类进行评估，最后取评估结果的众数最为最终结果-Random Forest algorithm construction process: 1, by a given raw data, which part of the decision tree data structu
leaf
- 模拟植物生长算法的分形树源程序，根据迭代次数的不同获得一株完整的植物生长图-The plant growth simulation algorithm of the fractal tree source code, modified according to the different number of iterations to obtain a complete plant growth chart
CMAC
- 小脑神经网络结合PID算法的m代码，可直接运行-Cerebellar neural and PID algorithm in m code, can be directly run
liangziyichuan
- 量子遗传算法解决0-1背包问题的MATLAB代码，亲测好用-Quantum genetic algorithm to solve 0-1 knapsack problem MATLAB code, useful pro-test
cnn-text-classification-tf-master
- 深度学习实现算法，卷积网络，文本分类，python代码实现-deep learning alg，cnn,text classification,very very useful
CSO
- 鸡群算法的源代码，以及对鸡群算法的原理详细的介绍。一种新型的智能算法-MATLAB CSO algorithm