资源列表
LDA漫游
- LDA的一篇介绍。 LDA的全称是Linear Discriminant Analysis（线性判别分析），是一种supervised learning。LDA是在目前机器学习、数据挖掘领域经典且热门的一个算法(An introduction to LDA. LDA's full name is Linear Discriminant Analysis (Linear Discriminant Analysis), is a supervised learning. LDA is a clas
相似度检测
- 可以计算文本相似度，任何语言！！！！！！！！！！！！！！！(Can calculate text similarity, any language!!!!!!!!!!!!!!!!!)
神经网络
- 比较基础的神经网络讲解和入门知识，并附有一些代码(A relatively basic neural network explanation and introductory knowledge with some code)
feed
- 结合模糊评价和bp神经网络将网路权值转换成个因素的权重 Combining fuzzy evaluation and BP neural network to transform the weights of network weights into factors(Combining fuzzy evaluation and BP neural network to transform the weights of network weights into factors)
YPEA101 Genetic Algorithms
- Ga operator like sel.mut.cross
svm
- 结合数字分类实例代码，学习sklearn中svm函数库的使用，完成简单的分类任务(Learn the use of the SVM function library in sklearn with the digital classification example code to complete a simple classification task)
源代码
- 阿里天池店铺定位赛的具体实现，用python实现(The concrete realization of the location match of the Ali Tianchi shop)
reinforement.tar
- 强化学习grid python代码，使用的算法为动态规划，很好的入门强化学习的例子(reinforement grid study.)
text_classification.tar
- 用python实现的问题分类算法，包括贝叶斯，svm,决策树，xgboost,对入门文本分类的同学有一定的帮助(text classification algrithom,include svm,dt,xgboost,bayes,that important to learner about text classification)
data_process_xgboost.tar
- 文本分类算法，重点实现了xgboost,支持python3，对文本分类入门同学有一定的帮助。以下是语料格式。前边为文本类型，后边为文本内容 0,千山万水… 5,QQ推广是在QQ演示吗 8,怎么满脸认证?(text classification,include xgboost,is is important to new learner.)
8Q
- vs2015下c语言写的遗传算法解决8皇后问题。(Solving 8 queens problem with EA algorithm in c;)
1
- this is a very good matlab