资源列表
遗传算法对BP网络权值阈值进行优化实例
- 遗传算法对BP神经网络权阈值进行优化，运行可用(Genetic algorithm is used to optimize the weight threshold of BP neural network.)
算法
- 编程语言为C++的几个常见算法源码，提供给大家(Programming language for C++ several common algorithm source code, to everyone.)
ASTAR
- 路径规划A*算法的python实现，带有详尽注释(Path planning A* algorithm Python implementation, with detailed notes)
I-75
- Radial Basis Functions
统计自然语言处理-刘挺
- 机器学习实战，主要关于推荐系统，聚类分析，使用语言为python(maching learning in action)
k-means.py
- 通过python实现了k-means分类。(The python implementation of the K-means classification.)
mie
- 与遗传算法结合，处理异常方程组，，，，，，，，，，(Combining with genetic algorithm to deal with abnormal equations)
lle
- 实现非线性的数据降维，很简单的代码，比较容易明白(Achieve nonlinear data dimensionality reduction, very simple code, easier to understand.)
test_rnn
- rnn （循环神经网络）实验，算法验证，tensorflow平台(the experiment of rnn using tensorflow)
seq2seq
- python基于tflearn实现nlp中seq2seq算法(this code implements the seq2seq algorithm using python and tflearn frame.)
6.代码
- 实现分类,回归的算法，可以直接下载运行验证(Implementation of classification, regression algorithm, can be directly downloaded operation verification)
ACO程序 含数据示例
- 蚁群算法，内含详细的代码和数据。亲测可用(Ant colony algorithm with detailed code and data)