资源列表
周志华-机器学习_
- 周志华机器学习，人工智能的经典入门书籍。。。。(Zhou Zhihua's machine learning, the classic introductory book of artificial intelligence.)
Cheatsheets-master
- 各种工程师的知识图谱说明，可参考下，寻找自己的缺失点。(Various engineers' knowledge map explanation can be referred to below to find their own missing points.)
App (2)
- Backpropagartion in java Neural Network
aapp
- quickpropagation neural network with java language
qprop
- c bersion of quickprop java
kriging
- javascr ipt 实现克里金插值。实现克里金插值渲染图--不依赖GP服务(Javascr ipt implementation of Kriging interpolation. The Kriging interpolation map rendering -- do not rely on GP services)
GAP.tar
- 通过对这个程序包的调用可以实现对原子GAP的建模，用机器学习的方法来代替解薛定谔方程(By invoking the package, we can realize the modeling of atomic GAP and replace the Schrodinger equation by machine learning.)
ACO for TSP
- 蚁群算法解决旅行商问题，能够成功运行并且有结果(Ant colony algorithm can solve the traveling salesman problem and run successfully.)
PSO-BP
- 粒子群算法优化BP神经网络，在传统PSO算法的基础上增加了惯性权重，并且线性递减策略改变。(Particle Swarm Optimization (BP) algorithm optimizes BP neural network, and inertia weights are added based on traditional PSO algorithm, and linear decreasing strategy changes)
jqxxzsfydm_pdf
- MachineLearninginAction机器学习附带资料(MachineLearninginAction)
经典算法大全
- 通过学习资料达到对算法的了解，基础入门学习(Algorithm Encyclopedia)
matlab43example
- 适用于入门的43个matlab案列，包含各种神经网络与支持向量机，以及遗传算法，粒子群算法(matlab 43 examples for newcomer)