资源列表
Klassifikator
- 这是一个用于诊断故障的贝叶斯分类器，简单易用-bayes classification
jkernelmachines-2.0
- KernelMachines is a java library for learning with kernels. It is primary designed to deal with custom kernels that are not easily found in standard libraries, such as kernels on structured data
BPnetwork2
- 神经元网络，应用实例，人工智能，回归预测模型-Neural network
CNN_LeNet
- LeNet5 trainning algorithm based on Theano. Require NumPy, Matplotlib and Theano 0.7
DDDP
- DDDP算法，在DP算法基础上扩展，针对水库群优化调度问题-DDDP algorithm, spreading in DP algorithm based on swarm optimization scheduling problem for reservoir, using Java development of discrete differential dynamic programming algorithm.
DP
- 动态规划方法解决单个水库运行调度问题，求解最优控制目标。-Dynamic programming method to solve a single reservoir operation scheduling problem, solving the optimal control target.
kMeansClusteryuxianjuli
- k-means算法，余弦距离，，，可用直接应用于文本，也可继续改进-K- means algorithm, cosine distance,,, can be used directly applied to the text, also can continue to improve
粒子群算法
- 用c++的方法编写单目标粒子群算法，包含4个测试函数，结果还不错
BP
- BP+GA模型预测，自己写的希望能有帮助-BP+GA model prediction
2015-009-Windows-Multi-Browser
- how to get list of windows on linux
2015B
- 2015数学建模B题，包括了人工智能很多知识，有谱聚类，多流形学习，人脸识别，以及稀疏子空间聚类。其中的英文参考文献很有价值。-2015 mathematical modeling of B problems, including the artificial intelligence of a lot of knowledge, a spectral clustering, manifold learning, face recognition, as well as sparse subsp
NN1akNN
- 实现机器学习中的最近邻算法——1-NN和k--Realization of machine learning algorithms 1-NN nearest neighbor and k-NN