资源列表
BPxunhuan
- 采用for循环的BP神经网络预测程序，可实现不同隐层神经元数目的自动循环训练。-Loop with BP neural network for forecasting process can be realized with different number of hidden neurons in the automatic cycle training.
artificial-neural-network
- 人工神经网络是在现代神经科学的基础上提出和发展起来的，旨在反映人脑结构及 功能的一种抽象数学模型。自1943 年美国心理学家W. McCulloch 和数学家W. Pitts 提 出形式神经元的抽象数学模型—MP 模型以来，人工神经网络理论技术经过了50 多年 曲折的发展。特别是20 世纪80 年代，人工神经网络的研究取得了重大进展，有关的理 论和方法已经发展成一门界于物理学、数学、计算机科学和神经生物学之间的交叉学科。 它在模式识别，图像处理，智能控制，组合优化，金融预测与
BN_inference
- 本程序是用作贝叶斯推论的，训练好分类器，用于计算联合概率密度实现推理-This procedure is used for Bayesian inference, well trained classifier is used to calculate the joint probability density to achieve reasoning
kenstone
- 主要用于建模校正集和预测集样品的选择。近红外光谱模型-Mainly used for modeling calibration set and prediction set of samples to choose from.
sanfenlei
- 基于BP算法的神经网络仿真程序，用典型例子三分类，验证神经网络在非线性分类中应用-Based on BP neural network algorithm simulation program, using typical examples of three categories, verify nonlinear neural network classification
hmm
- c++实现的hmm基本算法，有注释，简单易懂。-hmm c++ implementation of the basic algorithm, with annotations, easy to understand.
viterbi
- 用C++实现HMM 的维特比算法，主要是用于参数B的初值选取以及找到隐藏序列-HMM with a C++ implementation of the Viterbi algorithm, mainly used for selecting the initial value of parameters B and find the hidden sequence
pso-for-fresh-leaner
- 粒子群算法，适合初学者学习使用。采用了标准的格式，附加了百分号说明步骤。-"PSO"，it is appropriate for fresh learner to use it and it has explanation
SVM-kernel
- SVM核函数源代码，用matlab语言编写的，适用于分类及相关问题的分析-The SVM kernel function source code, written with matlab language, suitable for classification and analysis of the related problem
svmfenlei
- 关于svm的分类问题，比如：给一组数据，把这些数据分成两类，我的做法不算很好，成功率才是87％-On the SVM classification problems, such as: a set of data to these data into two categories, my approach is not very good, and the success rate is 87
NNHTSP
- a nearest neighbor heuristic solving travelling salesman problem. it is great. h-a nearest neighbor heuristic solving travelling salesman problem. it is great. hehehhehehhee
ga
- 遗传算法简单程序，可以应用到优化中，也可以在上面进行修改-Simple genetic algorithm procedure can be applied to optimization can be modified in the above