资源列表
KPCA故障检测
- 基于KPCA的故障诊断matlab代码。包括t^2统计量和q统计量(Fault Diagnosis Matlab Code Based on KPCA)
深度学习之TensorFlow：入门、原理与进阶实战
- 该压缩文件是《深度学习之Tensorflow的入门、原理及进阶实战》，里面讲述了如何搭建TensorFlow环境，并讲述了深度学习的一些理论基础知识，而且通过例子进行辅助，能更好的理解掌握。(The compressed file is "Introduction, Principle and Advanced Combat of Tensorflow for Deep Learning", which describes how to set up the TensorFl
VGG经典自编码
- 详细的VGG实现分类，效果良好，各层参数及详细代码都在里面
整本机器学习实战代码
- 整本机器学习实战代码整本机器学习实战代码整本机器学习实战代码你值得拥有。
carious
- ACM里面一道题目,Gone Fishing,也是算法分析研究的题型,就是如何在各个钓鱼点进行排列,然后可以获得最多的鱼(, Gone Fishing, a topic in ACM, is also an algorithm research topic, that is, how to arrange the fish at various fishing points, and then get the most fish.)
SVR
- 训练SVR模型做预测,可调整训练集和测试集比例及SVR参数，预测性能用MAP反映(The training SVR model can be used for prediction. The proportion of training set and test set and the parameters of SVR can be adjusted. The prediction performance can be reflected by MAP.)
3600401
- 用VB实现的蚁群算法,提供了多个经典的TSP路径(Ant colony algorithm implemented with VB provides several classical TSP paths.)
xxxvb_pso
- 人工智能算法PSO的实现，非常不错的程序，欢迎大家下载(The implementation of artificial intelligence algorithm PSO is a very good program. Welcome to download it.)
大数据各类算法集合
- 大数据的各类算法，包括聚类/分类等等，非常齐全有用
Matlab大规模数据处理(官方教程)(20141118135107)
- Matlab 大数据如何处理。处理内存耗尽及处理速度较慢的问题。(Matlab big data processing.)
StockPricePrediction-master
- python深度学习股票分析框架，就这么多了(python learning stock)
GA_RBF_SVM
- 粒子群优化SVM参数 遗传算法优化SVM参数(Particle Swarm Optimization of SVM Parameters)