资源列表
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
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
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.
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.
adi
- it s a adi method for finite diffrence equation.the equation ia a heat transfer equation and we solve the equation with this method
8
- 本程序实现的是用A*算法解决8数码问题，有点缺点-Implementation of this program is 8 A* algorithm to solve digital problems, some shortcomings
RBF
- RBF神经网络用于分类与回归,有效实现RBF网络
ann
- 3级神经网络实现"异或"功能。收敛需要40万次。请指教。-Three neural networks, " XOR" function. Convergence of 40 million. Please advice.
KNN
- Performs KNN classification to a set of data points using a given training data and the associated class labels